From 32688dc39eba7cd59057f763872af9bbcae4bcc2 Mon Sep 17 00:00:00 2001 From: KarimaKT Date: Wed, 6 May 2026 17:28:58 -0400 Subject: [PATCH 1/9] Draft: end-to-end evaluations post (title TBD) --- ...2026-05-06-end-to-end-evaluations-suite.md | 290 ++++++++++++++++++ assets/posts/end-to-end-evaluations/alert.png | Bin 0 -> 66344 bytes 2 files changed, 290 insertions(+) create mode 100644 _posts/2026-05-06-end-to-end-evaluations-suite.md create mode 100644 assets/posts/end-to-end-evaluations/alert.png diff --git a/_posts/2026-05-06-end-to-end-evaluations-suite.md b/_posts/2026-05-06-end-to-end-evaluations-suite.md new file mode 100644 index 0000000..fd34c7d --- /dev/null +++ b/_posts/2026-05-06-end-to-end-evaluations-suite.md @@ -0,0 +1,290 @@ +--- +layout: post +title: "TODO: Title" +date: 2026-05-06 +categories: [copilot-studio, testing] +tags: [evaluation, analytics, test-sets, graders, custom-metrics, agent-lifecycle, roi, regression-testing] +description: "An end-to-end tour of the Copilot Studio evaluation and analytics suite: how to scope, ship, and measure a generative agent through the three questions every project has to answer." +author: KarimaKT +image: + path: /assets/posts/end-to-end-evaluations/header.png + alt: "TODO header alt" + no_bg: true +mermaid: true +published: true +--- + +We don't just build agents. We **evaluate** them. + +That's not a slogan, it's the single biggest shift I've seen separate the projects that ship from the ones that stall. The teams who treat evaluations as the *last* step are the teams I get pulled into as an escalation. The teams who treat evaluations as the *design contract* are the teams that go live without me. + +Here's the question I get on every escalation call: *"Why isn't my agent at 100% yet?"* + +And here's the answer most teams don't want to hear at first: **because it's not supposed to be**, and the fact that you can't tell whether 78% is a triumph or a disaster is the actual problem you came to me with. Generative agents are statistical systems. The right conversation isn't *"are we at 100%?"*, it's *"are we delivering the value we said V1 would deliver, are guardrails holding, and are users getting what we expected?"* + +This post is a tour of the Copilot Studio **evaluation and analytics suite** through the lens of three questions every project has to answer: scoping, readiness, and value in production. I want to show how the suite hangs together end to end, what's in there that you might have missed, and the mental shifts that change how you run an agent project. There's a lot here, but stay with me, because most of these features were added precisely because customers kept hitting the same walls, and I want to make sure you don't. + +> This post is a practitioner's companion to Microsoft Learn, not a replacement. For the canonical reference start with the [Evaluation overview](https://learn.microsoft.com/en-us/microsoft-copilot-studio/guidance/evaluation-overview) and the [iterative evaluation framework](https://learn.microsoft.com/en-us/microsoft-copilot-studio/guidance/evaluation-iterative-framework). What's *here* is the connective tissue, the practical seams, and the ah-ha moments I keep watching land in customer rooms. +{: .prompt-info } + +## The three questions, the three stages, the same loop + +Every Copilot Studio project I've worked on has the same three pain points, and they show up in the same order: + +| Stage | The question makers ask | The pain it answers | +|---|---|---| +| **Target value** | *What does V1 deliver, and how do I know I'm done adding features?* | Scope creep | +| **Evaluate value** | *Is V1 ready to deploy, and at what bar?* | Readiness, expectations | +| **Deliver value** | *Are my customers getting the value I expected?* | Drift, regressions, ROI | + +The good news is the suite was designed around exactly this progression. Each stage uses different test data, different graders, and different parts of the product, and they all feed into each other: + +```mermaid +flowchart LR + A["Target value
Scope with custom data
Hand-authored starter set"] --> B["Evaluate value
Estimate with generated data
Generated and imported test sets"] --> C["Deliver value
Measure with collected data
Production sessions and analytics"] + C -.->|"Live data feeds
tomorrow's tests"| A +``` + +That dotted return line matters. The loop isn't one-shot. Once production data is flowing, it becomes the most valuable test data you'll ever have, and it goes right back into your test sets to harden the next release. The rest of this post walks the loop. + +## Stage 1 — Target value: tests are your scope contract + +When you start a Copilot Studio project, the most valuable artifact you can produce is not a topic flow diagram or a knowledge-source list. It's a **starter test set**, written *jointly* by the business and the maker, that captures the user stories the agent has to nail. Each test case is a value statement: "If a user asks *this*, the agent delivering *that* is value." + +That set *is* your acceptance criteria for V1. It's small on purpose. It's hand-authored on purpose. And it's the artifact you point at when someone asks "what does V1 actually do?". It's the scoreboard everyone agrees to look at. + +The unblock is enormous. Scope creep stops, because anything that isn't in the test set isn't in V1. "Is it ready yet?" gets a numeric answer. Stakeholders stop running shadow tests, because they helped write the tests that exist. + +> **Heads up: dev environments don't collect analytics data.** During design and early build, you can't "fetch real conversations from production" because there is no production yet. Your starter set has to be **manually authored**, **generated** from your agent's design, or **imported** from another source. The "real collected data" loop in Stage 3 only starts producing value once you have real users. +{: .prompt-warning } + +### You don't have to write expected answers for every row + +This is the misconception I hear most often: that building a starter set means hand-crafting the prompt *and* hand-writing the perfect expected answer for every case. That feels heavy, and it's the number-one reason teams postpone evaluation. It also isn't true. + +For a large portion of your starter surface, you can skip the expected answer entirely and let an **AI grader** do the work. The **General quality** grader uses an LLM to assess relevance, groundedness, and completeness without needing a reference answer from you. **Custom rubrics** let you describe a business-specific check in plain language ("Does the response cite a policy section?", "Does the response avoid mentioning competitor products?") and the grader scores against that. + +Reserve the hand-written expected answers for your highest-criticality cases. That's where the next ah-ha lives. + +> **Ah-ha:** Once you write down an expected answer, you unlock **the whole grader catalogue** on that one row. +> {: .prompt-tip } + +When you have an expected response, you can stack two complementary grader families on the same test case: + +- **Deterministic graders** — *Exact match*, *Keyword match*, *Capabilities match* (did the agent call the right tool, or chain the right tools?). Fast, cheap, high-confidence. They tell you the *path* was correct. +- **AI graders** — *General quality*, *Compare meaning*, *Custom rubric*. They tell you the *answer* was good. + +Stack both kinds on the same row. The deterministic ones catch regressions in *what the agent did*. The AI ones catch regressions in *how it answered*. Same test case, two planes of confidence, no extra authoring. That's the real reason expected responses are worth writing for your Must-Pass cases: not because the platform demands them, but because they unlock more of the suite. + +For the [full grader reference](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview), see the docs. The shorthand: + +| Grader | Use when | Expected answer? | +|---|---|---| +| General quality | Default for broad coverage; relevance, groundedness, completeness | No | +| Compare meaning | Knowledge answers where you know what the right answer should say | Yes | +| Exact match | Deterministic outputs (action names, structured fields) | Yes | +| Keyword match | Guardrails (must / must-not contain phrases) | No | +| Capabilities match | Tool chain validation: did the planner call the right action(s)? | Yes (capabilities) | +| Custom rubric | Business-specific criteria (tone, format, citations, refusals) | No (rubric prompt) | + +### Save your test-pane chats as test cases + +One more accelerator most teams miss. When you're running through scenarios in **Test your agent** to check behavior, those conversations don't have to be throwaway. Copilot Studio lets you save the latest test chat directly as a test case in a new or existing test set ([single response](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-create), [conversational](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-multi-turn)). + +The exploratory testing you're already doing is your starter set. The test pane is the front door to your evaluation pipeline, and it's right there in the product. + +## A quick deep dive: a single-turn test is doing more work than you think + +Before we go to Stage 2, there's a misunderstanding I have to clear up because it changes how you build the rest of your test sets. + +Most teams over-rotate on multi-turn conversational testing too early. They assume that because their agent uses generative orchestration with multiple tools and knowledge sources, only a multi-turn test can exercise it properly. **That's not true**, and it's costing them weeks of authoring time. + +When a user types one prompt to a generatively-orchestrated agent, the planner can do a *lot* in that single turn: + +```mermaid +sequenceDiagram + participant U as User + participant P as Planner + participant T1 as Tool A + participant K as Knowledge + participant T2 as Tool B + U->>P: One prompt + P->>T1: Call tool A + T1-->>P: Result A + P->>K: Retrieve from knowledge + K-->>P: Snippets + P->>T2: Call tool B with A's output + T2-->>P: Result B + P-->>U: Composed answer +``` + +That entire chain (plan, call, retrieve, call again, compose) happens **in one turn**. A single-turn test that validates the final response is implicitly testing every step in that chain. You don't need a multi-turn test to test multi-step logic. + +This is also where stacking graders shines. On the *same* one-row test: + +- **Capabilities match** verifies the *path* (right tool A, right tool B, right order). +- **Compare meaning** or **General quality** verifies the *answer*. +- A **Custom rubric** verifies the *shape* (table, citation, refusal language, whatever your business needs). + +One row. Three planes. Whole chain validated. + +Multi-turn earns its place when state genuinely accumulates across turns: clarification, escalation, context carry-over, multi-step transactions. For *most* of your coverage, single-turn is the right tool, and it's much cheaper to author. If your single-turn tests are shaky, multi-turn just amplifies the noise. + +## Stage 2 — Evaluate value: scaling from "is it real?" to "is it ready?" + +A starter set of five or ten cases is enough to align stakeholders. It is **not** enough to confirm V1 will hold up at scale. For that, you need volume: enough cases to stress-test coverage and agree on realistic pass thresholds. + +Two features give you that volume without weeks of authoring: + +- **Built-in generation** — Copilot Studio reads your agent's topics, tools, knowledge, and instructions, and generates a much larger test set against that surface. It gives you a first estimate of the agent's coverage across its full scope. +- **CSV import** — when you need cases the platform can't infer (regulatory phrasings, regional dialects, edge cases from a domain expert), there's a CSV template you fill in offline and import. + +Generated test sets are an accelerator, but they're also something else. + +> **Fringe benefit of generated tests: they find the questions you didn't think to ask.** +> +> When the platform generates a test from your agent's design, it sometimes produces a prompt you'd never have written yourself. The agent's response to that prompt, even when it's a "Pass", can reveal an assumption you wrote into your instructions without realizing it. +> +> I recently had a tool that retrieves economic data over a date range. A generated test prompted the agent for a chart, and the agent responded by **asking the user for a start date and end date**. Pass on quality (the agent didn't hallucinate, it asked a sensible clarifying question). Fail on UX (the user wanted a chart, not an interrogation). The test wasn't really telling me my answer was wrong. It was telling me *my instructions had no default*. One line added to the tool description ("If a date range is missing, choose this year so far") and the next run was clean. +> +> The generated prompt did the work my imagination didn't. +{: .prompt-tip } + +### Three expectation tiers + +Now think about what that volume is *for*. Not every test should pass at 100%. That's the most counter-intuitive thing about evaluating generative agents, and the source of most stakeholder escalations. The trick is to segregate cases by criticality up front and let the use case dictate the bar. + +| Tier | What it tests | Effort | Threshold | Default graders | +|---|---|---|---|---| +| **Must-Pass** | Core business outcomes, transactions, regulated answers, refusals | Highest | Near 100% | Compare meaning + Capabilities match | +| **Broader Use Cases** | Recommendations, decision support, research, persona behavior | Reasonable | What gets the user unblocked | General quality + Custom rubric | +| **Guardrail** | Off-topic, sensitive, prohibited | Focused | Inverted, near 0% match | Keyword match | + +The conversation that this tier breakdown unlocks with stakeholders is the one that *prevents* escalation. When stakeholders see this framing for the first time, the room goes quiet, because they've been holding broader use cases to a Must-Pass standard and they've never written a guardrail test in their life. Set the right bar on the right use case and you avoid the argument later. + +The Broader Use Cases tier is where I see the most stakeholder pushback, so it's worth being explicit. Agents are not single-purpose tools. They have a persona, a goal, and a set of tools and knowledge they reason over to fulfill that goal. A 50–60% match rate on a *"which credit card should I pick?"* or *"which travel package fits my criteria?"* use case can be a perfectly good V1, because the agent's real job is to move the conversation forward, surface a reasonable shortlist, and get the customer one step closer to a decision. **Even partial coverage is real value being enabled**, because users can phrase their question in dozens of ways and your agent serves a meaningful slice of them on day one. V1 ships and starts delivering. V2 layers in code interpreter, better retrieval, or a smarter tool to push the rate higher. That's a deliberate roadmap call, not a quality miss. + +That leniency does **not** apply to terms of use, regulated content, refusals, or transactions. Those go in Must-Pass and stay there. + +### Working set vs blind set — the cheapest safeguard you'll ever add + +Once you have your generated volume, split it in two. + +- The **working set** is what the maker tunes against. They look at it. They iterate. They make the agent better by knowing what people are asking for. +- The **blind set** is the same kind of cases, never seen during tuning. You only run it when the maker thinks they're done. + +> **Ah-ha:** If your working set passes at 92% and your blind set passes at 64%, you didn't build a better agent. You **overfit** to the working set. Tuning bias is the silent killer of agent quality, and the working/blind split is the cheapest safeguard against it. Costs nothing to add. Catches everything. +{: .prompt-tip } + +One caveat for blind sets you build from real conversations: when you import production sessions into a test set, the **expected response has to be filled in by a human** before you run a comparison grader. Real conversations come with the agent's *old* answer attached, not the right one. Skip that step and you're grading the agent against itself. (For quality and custom graders, you can run without an expected answer at all, so choose your grader to match what you have.) + +### Three categories of tweaks: now your regression signal has a cause + +Before you run again, name the change you just made: + +- **AI tweaks** — names, descriptions, instructions, prompts, glossaries, models. They shift the orchestrator's reasoning. Hard to predict, easy to ripple. A model version upgrade lives here. +- **Deterministic tweaks** — config, interception logic, conditional blocks, global variables. Predictable, surgical, traceable. +- **Functional tweaks** — knowledge sources, tools, topics. New surface area, new failure modes. + +Tag every change as one of these three before you ship. Re-run the test set. Now your regression signal has a *cause*, not just a number. The paradox is real: the more deterministic guardrails you bolt on, the more you interrupt the orchestrator's reasoning, and the more latency you add. Naming the tweak forces the trade-off into the open. + +### A worked example: building and testing one tool + +Let me make this concrete. Same generated-test story from earlier, with the screenshots. + +I had a Eurozone economic data agent with a tool that retrieves data and generates trend charts. I wanted two things from every successful response: the data **content** had to be correct, and the **format** had to be useful (markdown headers, a table, at least one image). One row, two graders. + +The first grader on the test set was **General quality**: standard relevance and groundedness. The second was a **Custom rubric** I configured for UX: + +![Configure classification dialog defining a ux quality rubric with labels for Md Headers, image, table, and missing ux](/assets/posts/end-to-end-evaluations/configure-classification.png){: .shadow w="600" } +_The Configure classification panel for a custom UX rubric. Each label is a Pass/Fail criterion the LLM grader checks against._ + +When I ran the set, several rows looked like this: + +![Test result row showing Pass on quality grader and missing ux Fail on the ux quality rubric](/assets/posts/end-to-end-evaluations/result-quality-pass-ux-fail-1.png){: .shadow w="700" } +_Pass on quality. Fail on UX. The agent asked the user for a date range instead of producing the chart._ + +![Second test result row with the same Pass on quality / missing ux Fail pattern](/assets/posts/end-to-end-evaluations/result-quality-pass-ux-fail-2.png){: .shadow w="700" } +_Same pattern on a different prompt. The signal isn't in the quality grader. It's in the rubric._ + +Two graders on the same row showed me what one grader couldn't: the agent was technically responding well, but its *response shape* was wrong for the user's intent. One instruction tweak ("If a date range is missing, choose this year so far"), re-run, and both graders went green. + +This is the inner loop. One tool, multiple graders, iterate until coverage and UX are both clean. Then move on to the next tool. Rinse, repeat. + +## Stage 3 — Deliver value: now the loop closes + +After go-live, your agent is having conversations you couldn't have predicted. That is the most valuable test data you will ever have, and the platform now lets you pull it directly from analytics into evaluations. + +You filter sessions in analytics — by zone, by topic, by outcome — and **fetch them straight into a test set**. The expected response still has to be filled in by a human (the live transcript is the conversation, not the right answer), but the prompts are real and the distribution matches what your users are actually asking. That's how you move from *estimating* value to *measuring* it. + +This is also where evaluations earn their keep as a **runtime safety net**. Three things will keep changing under your agent whether you like it or not: + +- **The platform.** Model upgrades, planner improvements, new generative features land continuously. Your evals tell you whether the change helped or hurt *your* scenarios, not the average customer's. +- **The agent design.** Every instruction tweak, new tool, or new knowledge source is a change to the system. Re-run your test sets before you publish. +- **Your users.** Production conversations are the only data that reflects how your users actually phrase things. Pull them back in so tomorrow's regression set reflects today's reality. + +### The "irrelevant" alert that's secretly useful + +Each environment exposes an overall agent performance number with an alert you can configure. On its own, that number means almost nothing. What does "78% overall" tell you when you have three tiers with three different bars and a Guardrail set that's *supposed* to score zero? + +That's the wrong way to read it. + +> **Ah-ha:** Once you've calibrated what "good" looks like for *this* agent in *this* environment, that single number (whatever it is) becomes a **baseline marker**. From that point forward, what matters is the **delta**. A sharp move from baseline is the alert. The number doesn't tell you the answer; it tells you to go look. +{: .prompt-tip } + +A drop from baseline is your signal to dig into transcripts and re-run the affected test sets to see what actually regressed. It's the cheapest possible drift detector, and it's already on by default. You just have to know what it's *for*. + +![Environment performance alert configuration showing the single overall score and threshold](/assets/posts/end-to-end-evaluations/alert.png){: .shadow w="700" } +_The environment performance alert. Useless as an absolute value. Gold as a baseline-delta signal._ + +### The custom rubric you wrote in Stage 2 is the custom AI metric you run in Stage 3 + +This is the moment the loop genuinely closes, and it's the feature most makers haven't seen yet. + +The same kind of LLM-judged custom rubric you used to grade test runs has a twin in the analytics dashboard: a **custom AI metric** that runs the same kind of judgment against real production conversations. The maker experience is striking. You don't write the prompt. You write **the question you want answered** and the **categories** the answer should fall into: + +![Create a custom metric dialog with a natural-language question and result categories](/assets/posts/end-to-end-evaluations/create-custom-metric.png){: .shadow w="700" } +_You describe the metric in one sentence and define the result categories. That's the entire maker input._ + +The suite then **generates the full classifier prompt** for you (role, classification criteria, indicators per category, the lot), runs it across your transcripts, plots a chart on your dashboard, and lets you drill into the conversations behind each bar: + +![Custom metrics prompt tab showing the auto-generated Role and Purpose, Classification Criteria, and Indicators](/assets/posts/end-to-end-evaluations/custom-metric-prompt.png){: .shadow w="700" } +_You wrote one sentence. The suite wrote the LLM judge._ + +Tie this back to the GDP example. The very same *"is the response in the format the user actually wanted?"* concern I was checking for in Stage 2 with a custom rubric is what I'm now tracking *live* in Stage 3 as a custom analytics metric. **Same question, two surfaces, one continuous loop.** Pre-deploy, it gates V1. Post-deploy, it tells me what real users are asking for and getting. + +### ROI: the value you targeted, now measured in time and money + +When you've baselined your tiers and the agent is running in production, the suite lets you attach **time and money saved per successful tool invocation**: + +![Calculate savings per tool dialog with hours saved and dollars saved per invocation](/assets/posts/end-to-end-evaluations/calculate-savings-per-tool.png){: .shadow w="700" } +_For each tool, you tell the suite what one successful invocation is worth. The dashboard multiplies it against the evaluated successful runs in production._ + +The value you *targeted* in Stage 1 (a hand-authored starter set), *estimated* in Stage 2 (generated volume + tier thresholds), is now *measured* in Stage 3 (real conversations + ROI). That's what you bring to the business review. Full reference in [Analyze time and cost savings](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-cost-savings). + +### Automate it once you trust it + +Once your test sets are stable and your tiers are dialed in, the next move is to run them automatically on every change. The [Evaluation REST API](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-rest-api) and the [Microsoft Copilot Studio connector](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-automate-tools) expose everything the Evaluate tab does, programmatically. + +Adi Leibowitz already wrote the deep dive on the CI/CD side. Read [Quality Gates for Copilot Studio: Automated Evaluations in Azure DevOps]({% post_url 2026-04-19-copilot-studio-eval-gate-azure-devops %}) for the pattern that blocks PR merges when a Must-Pass set drops below threshold, and [Closing the Loop: Automated Agent Improvement with Publish and Test]({% post_url 2026-03-29-agentic-improvement-loop %}) for the AI-authored side of the loop where an AI coding agent edits instructions, publishes, and re-evaluates on its own. + +> **One operational gotcha — DLP.** The Microsoft Copilot Studio connector's evaluation actions must be permitted by your environment's Data Loss Prevention policy before automation will run. If your evaluation runs are failing with policy errors, that's the cause. Check the [DLP guidance](https://learn.microsoft.com/en-us/microsoft-copilot-studio/admin-data-loss-prevention) and flag it with your tenant admin early. +{: .prompt-warning } + +## Monday morning checklist + +If you take one thing from this post, take this. The 30-minute version: + +1. Open your agent. Go to **Evaluations**. Create a test set named after one user story, with the tier as a suffix (`Wellness Lookup — Must-Pass`). +2. Run a couple of prompts in the **Test your agent** panel and convert the good ones to test cases. Instant starter set. +3. Add three to five more by hand: two Must-Pass with expected answers, one Broader Use Case (no expected answer needed), one Guardrail. +4. Stack graders on each row. Must-Pass: **Compare meaning** + **Capabilities match**. Broader: **General quality**. Guardrail: **Keyword match**. Add a **Custom rubric** wherever you have a business-specific check. +5. Set thresholds per tier. Run. Read the **per-tier** pass rate, not the overall. +6. Make exactly one categorized tweak — AI, deterministic, or functional. Re-run. See what fixed and what regressed. +7. When you're ready to scale: generate volume, split into tune/blind, and start the build-evaluate-build cycle. Wire in [the API]({% post_url 2026-04-19-copilot-studio-eval-gate-azure-devops %}) when manual is no longer enough. + +That's the whole loop. The hard part is starting it, and the suite has quietly removed most of the excuses. + +We don't just build agents. We evaluate them. The teams who internalise that are the teams who ship, and the suite is set up to take you all the way from "what is V1?" to "here's what V1 delivered last quarter, in hours and dollars." + +What's the test you wish you'd written before V1 shipped? 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b/_posts/2026-05-06-evaluating-copilot-studio-agents.md similarity index 100% rename from _posts/2026-05-06-end-to-end-evaluations-suite.md rename to _posts/2026-05-06-evaluating-copilot-studio-agents.md From 0eb3597627f92cfd57f102e4e163f5f9c75ba160 Mon Sep 17 00:00:00 2001 From: KarimaKT Date: Thu, 7 May 2026 02:44:57 -0400 Subject: [PATCH 3/9] Build out evaluating-copilot-studio-agents post: full draft, screenshots, mermaid diagrams --- ...-05-06-evaluating-copilot-studio-agents.md | 422 +++++++++++------- .../alert.png | Bin .../configure-classification.png | Bin 0 -> 148826 bytes .../create-custom-metric.png | Bin 0 -> 65921 bytes .../custom-metric-prompt.png | Bin 0 -> 148726 bytes .../dlp-evaluation-actions.png | Bin 0 -> 92069 bytes .../header.png | Bin 0 -> 1044442 bytes .../result-pass-quality-fail-ux.png | Bin 0 -> 54440 bytes .../test-result.png | Bin 0 -> 13613 bytes 9 files changed, 249 insertions(+), 173 deletions(-) rename assets/posts/{end-to-end-evaluations => evaluating-copilot-studio-agents}/alert.png (100%) create mode 100644 assets/posts/evaluating-copilot-studio-agents/configure-classification.png create mode 100644 assets/posts/evaluating-copilot-studio-agents/create-custom-metric.png create mode 100644 assets/posts/evaluating-copilot-studio-agents/custom-metric-prompt.png create mode 100644 assets/posts/evaluating-copilot-studio-agents/dlp-evaluation-actions.png create mode 100644 assets/posts/evaluating-copilot-studio-agents/header.png create mode 100644 assets/posts/evaluating-copilot-studio-agents/result-pass-quality-fail-ux.png create mode 100644 assets/posts/evaluating-copilot-studio-agents/test-result.png diff --git a/_posts/2026-05-06-evaluating-copilot-studio-agents.md b/_posts/2026-05-06-evaluating-copilot-studio-agents.md index fd34c7d..7b19c0a 100644 --- a/_posts/2026-05-06-evaluating-copilot-studio-agents.md +++ b/_posts/2026-05-06-evaluating-copilot-studio-agents.md @@ -1,290 +1,366 @@ --- layout: post -title: "TODO: Title" +title: "Evaluating Copilot Studio Agents: Scope the Value, Target the Value, Deliver the Value" date: 2026-05-06 categories: [copilot-studio, testing] tags: [evaluation, analytics, test-sets, graders, custom-metrics, agent-lifecycle, roi, regression-testing] -description: "An end-to-end tour of the Copilot Studio evaluation and analytics suite: how to scope, ship, and measure a generative agent through the three questions every project has to answer." +description: "Evaluate Copilot Studio agents end to end through three lifecycle jobs: scope the value with a starter test set, target the value at scale by tuning to agreed expectations, then deliver the value live with analytics and custom AI metrics." author: KarimaKT image: - path: /assets/posts/end-to-end-evaluations/header.png - alt: "TODO header alt" + path: /assets/posts/evaluating-copilot-studio-agents/header.png + alt: "Build, evaluate, optimize: the Copilot Studio agent quality cycle" no_bg: true mermaid: true published: true --- -We don't just build agents. We **evaluate** them. +If you've ever shipped a Copilot Studio agent and then had to defend its quality to a stakeholder, you've probably hit the same wall: *"why isn't it at 100% yet?"* It feels like a fair question, but it isn't. Generative agents are statistical systems that reason over a wide surface of tools, knowledge, instructions and user phrasings, so a single overall score never tells you the whole story. If you can't quickly answer whether 78% is a triumph or a disaster, *that* is the real problem worth solving, not the score itself. -That's not a slogan, it's the single biggest shift I've seen separate the projects that ship from the ones that stall. The teams who treat evaluations as the *last* step are the teams I get pulled into as an escalation. The teams who treat evaluations as the *design contract* are the teams that go live without me. +Instead of treating evaluations as a phase between "build" and "ship," start running them across the whole lifecycle at three stages: -Here's the question I get on every escalation call: *"Why isn't my agent at 100% yet?"* +- **Scope the value:** *what high-value use cases is V1 going to cover, and how do you design the agent to deliver them?* Evaluations here are a **scoping unblocker**. A starter test set written jointly with the business names the use cases that count, sorts them into Must-Pass, Broader, and Guardrail buckets, and the agent is designed to cover them. "What is V1?" becomes an agreement everyone can point at, and scope creep stops, because anything that isn't in the test set isn't in V1. +- **Target the value:** *is V1 ready to deploy, and at what bar?* Stage 1 told you which bucket each case lives in. This is where you **focus the expected value**: run enough cases to learn from, then tune the agent through a series of deliberate tradeoffs (AI grader vs deterministic guardrail, latency vs accuracy, coverage vs precision). The performance range V1 ships at becomes an intentional decision the room signed up for. +- **Deliver the value:** *are your users getting what you expected once it's live?* The same test sets, now run against real conversations, are how you **measure** the value V1 promised. -And here's the answer most teams don't want to hear at first: **because it's not supposed to be**, and the fact that you can't tell whether 78% is a triumph or a disaster is the actual problem you came to me with. Generative agents are statistical systems. The right conversation isn't *"are we at 100%?"*, it's *"are we delivering the value we said V1 would deliver, are guardrails holding, and are users getting what we expected?"* +The Copilot Studio **evaluation and analytics suite** has features lined up for each of these jobs, and the parts that surprise people most are the places features connect across stages. The rest of this post walks the loop end to end. -This post is a tour of the Copilot Studio **evaluation and analytics suite** through the lens of three questions every project has to answer: scoping, readiness, and value in production. I want to show how the suite hangs together end to end, what's in there that you might have missed, and the mental shifts that change how you run an agent project. There's a lot here, but stay with me, because most of these features were added precisely because customers kept hitting the same walls, and I want to make sure you don't. - -> This post is a practitioner's companion to Microsoft Learn, not a replacement. For the canonical reference start with the [Evaluation overview](https://learn.microsoft.com/en-us/microsoft-copilot-studio/guidance/evaluation-overview) and the [iterative evaluation framework](https://learn.microsoft.com/en-us/microsoft-copilot-studio/guidance/evaluation-iterative-framework). What's *here* is the connective tissue, the practical seams, and the ah-ha moments I keep watching land in customer rooms. +> This post is a practitioner's companion to Microsoft Learn. For the canonical reference, start with the [Evaluation overview](https://learn.microsoft.com/en-us/microsoft-copilot-studio/guidance/evaluation-overview) and the [iterative evaluation framework](https://learn.microsoft.com/en-us/microsoft-copilot-studio/guidance/evaluation-iterative-framework). {: .prompt-info } ## The three questions, the three stages, the same loop -Every Copilot Studio project I've worked on has the same three pain points, and they show up in the same order: +Those three lifecycle stages map to the three pain points most Copilot Studio projects hit, in the same order every time: -| Stage | The question makers ask | The pain it answers | -|---|---|---| -| **Target value** | *What does V1 deliver, and how do I know I'm done adding features?* | Scope creep | -| **Evaluate value** | *Is V1 ready to deploy, and at what bar?* | Readiness, expectations | -| **Deliver value** | *Are my customers getting the value I expected?* | Drift, regressions, ROI | +| Stage | The question makers ask | The pain it answers | Features that put the right data in your hands | +|---|---|---|---| +| **Scope the value** | *What high-value use cases will V1 cover, and how do I design the agent to deliver them?* | Scope creep | Hand-authored test set, save test-pane chats as test cases, AI graders so you can skip expected answers | +| **Target the value** | *Is V1 ready to deploy, and at what bar?* | Tuning, expectations, readiness | Built-in test generation from agent design, CSV import, custom rubrics, working/blind split | +| **Deliver the value** | *Are my users getting the value I expected?* | Drift, regressions, ROI | Fetch sessions from analytics into evals, custom AI metrics on the dashboard, environment performance alert, per-tool ROI | -The good news is the suite was designed around exactly this progression. Each stage uses different test data, different graders, and different parts of the product, and they all feed into each other: +The product was designed with this exact progression in mind. Each stage has features that put **the right kind of evaluation data at the right time**, so you're never blocked waiting for data you don't have yet: ```mermaid flowchart LR - A["Target value
Scope with custom data
Hand-authored starter set"] --> B["Evaluate value
Estimate with generated data
Generated and imported test sets"] --> C["Deliver value
Measure with collected data
Production sessions and analytics"] - C -.->|"Live data feeds
tomorrow's tests"| A + A["Starter Data
Scope the value
━━━━━━━━━━
Hand-authored"] + B["Generated Data
Target the value
━━━━━━━━━━
Built-in generation
or CSV import"] + C["Real Collected Data
Deliver the value
━━━━━━━━━━
Production data
from analytics"] + A --> B --> C + C -.->|"Live data feeds
tests"| A + + style A fill:#9333ea,color:#fff,stroke:#6b21a8,stroke-width:2px + style B fill:#2d7d46,color:#fff,stroke:#166534,stroke-width:2px + style C fill:#d97706,color:#fff,stroke:#9a3412,stroke-width:2px ``` -That dotted return line matters. The loop isn't one-shot. Once production data is flowing, it becomes the most valuable test data you'll ever have, and it goes right back into your test sets to harden the next release. The rest of this post walks the loop. - -## Stage 1 — Target value: tests are your scope contract +That dotted return line matters. Once production data is flowing, it becomes the most valuable test data you'll ever have, and it goes right back into your starter set to harden the next release. -When you start a Copilot Studio project, the most valuable artifact you can produce is not a topic flow diagram or a knowledge-source list. It's a **starter test set**, written *jointly* by the business and the maker, that captures the user stories the agent has to nail. Each test case is a value statement: "If a user asks *this*, the agent delivering *that* is value." +## Stage 1: Scope the value, agree on V1 and build the agent -That set *is* your acceptance criteria for V1. It's small on purpose. It's hand-authored on purpose. And it's the artifact you point at when someone asks "what does V1 actually do?". It's the scoreboard everyone agrees to look at. +#### The Starter Set +When you start a Copilot Studio project, the most valuable artifact you can produce is not a topic flow diagram or a knowledge-source list. It's a **starter test set**, written *jointly* by the business and the maker, that captures the high-value user stories the agent has to nail. Each test case is a value statement: "If a user asks *this*, the agent delivering *that* is value." -The unblock is enormous. Scope creep stops, because anything that isn't in the test set isn't in V1. "Is it ready yet?" gets a numeric answer. Stakeholders stop running shadow tests, because they helped write the tests that exist. - -> **Heads up: dev environments don't collect analytics data.** During design and early build, you can't "fetch real conversations from production" because there is no production yet. Your starter set has to be **manually authored**, **generated** from your agent's design, or **imported** from another source. The "real collected data" loop in Stage 3 only starts producing value once you have real users. -{: .prompt-warning } +That set does two jobs at once. It's your **acceptance contract for V1**: the scoreboard everyone agrees to look at when someone asks "what does V1 actually do?". And it's a **design brief** for the agent: every case in the set is a use case the agent's topics, tools, knowledge, and instructions need to cover. You aren't designing the agent then writing tests for it; you're agreeing on the use cases that count, and designing to cover them. -### You don't have to write expected answers for every row +**Your agent is a persona with a role, not a sum of its tools.** What makes V1 V1 is the *scope* over those tools, knowledge, and instructions: the slice of user requests the agent has agreed to serve. A starter test set captures that scope at the level the agent itself reasons at, which is exactly why it works as both a design brief and an acceptance contract. -This is the misconception I hear most often: that building a starter set means hand-crafting the prompt *and* hand-writing the perfect expected answer for every case. That feels heavy, and it's the number-one reason teams postpone evaluation. It also isn't true. +The payoff is huge. Scope creep stops, because any use case that isn't in the test set isn't in V1. "Is it ready yet?" gets a definitive answer. -For a large portion of your starter surface, you can skip the expected answer entirely and let an **AI grader** do the work. The **General quality** grader uses an LLM to assess relevance, groundedness, and completeness without needing a reference answer from you. **Custom rubrics** let you describe a business-specific check in plain language ("Does the response cite a policy section?", "Does the response avoid mentioning competitor products?") and the grader scores against that. +#### Bucket the use cases as you scope them -Reserve the hand-written expected answers for your highest-criticality cases. That's where the next ah-ha lives. +While you're agreeing on what V1 covers, sort each case into one of three buckets. The bucket sets up everything that follows: how much effort the case deserves, what bar it should pass at, and which graders make sense for it. -> **Ah-ha:** Once you write down an expected answer, you unlock **the whole grader catalogue** on that one row. -> {: .prompt-tip } +| Bucket | What it tests | Effort | Threshold | Default graders | +|---|---|---|---|---| +| **Must-Pass** | Core business outcomes, transactions, regulated answers, refusals | Highest | Near 100% | Compare meaning + Tool use | +| **Broader Use Cases** | Recommendations, decision support, research, persona behavior | Reasonable | What gets the user unblocked | General quality + Custom rubric | +| **Guardrail** | Off-topic, sensitive, prohibited | Focused | Inverted, near 0% match | Keyword match | -When you have an expected response, you can stack two complementary grader families on the same test case: +Most stakeholder disagreements about "agent quality" are really disagreements about which use case lives in which bucket. Once Must-Pass and Broader Use Cases are visibly different sets with different bars, the argument about *"why isn't it 100%?"* resolves itself. -- **Deterministic graders** — *Exact match*, *Keyword match*, *Capabilities match* (did the agent call the right tool, or chain the right tools?). Fast, cheap, high-confidence. They tell you the *path* was correct. -- **AI graders** — *General quality*, *Compare meaning*, *Custom rubric*. They tell you the *answer* was good. +Broader Use Cases is the bucket that surprises people the most. Agents are not single-purpose tools; they have a persona, a goal, and a set of tools and knowledge they reason over to fulfill that goal. A 50–60% match rate on *"which credit card should I pick?"* or *"which travel package fits my criteria?"* can be a perfectly good V1, because the agent's real job is to move the conversation forward, surface a reasonable shortlist, and get the user one step closer to a decision. **Even partial coverage is real value being enabled.** V1 ships and starts delivering; V2 layers in code interpreter, better retrieval, or a smarter tool to push the rate higher. -Stack both kinds on the same row. The deterministic ones catch regressions in *what the agent did*. The AI ones catch regressions in *how it answered*. Same test case, two planes of confidence, no extra authoring. That's the real reason expected responses are worth writing for your Must-Pass cases: not because the platform demands them, but because they unlock more of the suite. +That leniency does **not** apply to terms of use, regulated content, refusals, or transactions. Those go in Must-Pass and stay there. -For the [full grader reference](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview), see the docs. The shorthand: +> **Heads up: dev environments don't collect analytics data.** During design, your starter set has to be either **manually authored**, **generated** from the agent's design, or **imported** from another source. +> +> A shortcut for test data: Import you latest test chat data into evaluations in a new or existing test set ([single response](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-create#create-a-new-test-set), or [conversational](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-multi-turn)). The exploratory testing you're already doing *is* your starter set. +{: .prompt-warning } -| Grader | Use when | Expected answer? | -|---|---|---| -| General quality | Default for broad coverage; relevance, groundedness, completeness | No | -| Compare meaning | Knowledge answers where you know what the right answer should say | Yes | -| Exact match | Deterministic outputs (action names, structured fields) | Yes | -| Keyword match | Guardrails (must / must-not contain phrases) | No | -| Capabilities match | Tool chain validation: did the planner call the right action(s)? | Yes (capabilities) | -| Custom rubric | Business-specific criteria (tone, format, citations, refusals) | No (rubric prompt) | +#### Do I have to write the expected value for each case? +The biggest misconception about starter sets is that you have to hand-craft the prompt *and* hand-write the perfect expected answer for every case. That feels heavy, and it's the number-one reason teams postpone evaluation. -### Save your test-pane chats as test cases -One more accelerator most teams miss. When you're running through scenarios in **Test your agent** to check behavior, those conversations don't have to be throwaway. Copilot Studio lets you save the latest test chat directly as a test case in a new or existing test set ([single response](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-create), [conversational](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-multi-turn)). -The exploratory testing you're already doing is your starter set. The test pane is the front door to your evaluation pipeline, and it's right there in the product. -## A quick deep dive: a single-turn test is doing more work than you think +## Stage 2: Target the value, intentional tradeoffs -Before we go to Stage 2, there's a misunderstanding I have to clear up because it changes how you build the rest of your test sets. +Stage 1 gave you a starter set sorted into buckets. Stage 2 turns it into a tuned V1 you can stand behind. There are three moves: -Most teams over-rotate on multi-turn conversational testing too early. They assume that because their agent uses generative orchestration with multiple tools and knowledge sources, only a multi-turn test can exercise it properly. **That's not true**, and it's costing them weeks of authoring time. +1. **Get enough volume** that the results actually teach you something. +2. **Learn from those results.** Where is the agent failing, and is it a defect or a design choice you hadn't made yet? +3. **Make deliberate tradeoffs.** Every tuning fix has a cost; pick the one whose tradeoff you can defend. -When a user types one prompt to a generatively-orchestrated agent, the planner can do a *lot* in that single turn: +The performance range V1 eventually ships at is an outcome of those three. It's something you *choose*, with the room in agreement, not something you discover at the end. -```mermaid -sequenceDiagram - participant U as User - participant P as Planner - participant T1 as Tool A - participant K as Knowledge - participant T2 as Tool B - U->>P: One prompt - P->>T1: Call tool A - T1-->>P: Result A - P->>K: Retrieve from knowledge - K-->>P: Snippets - P->>T2: Call tool B with A's output - T2-->>P: Result B - P-->>U: Composed answer -``` +### Get volume -That entire chain (plan, call, retrieve, call again, compose) happens **in one turn**. A single-turn test that validates the final response is implicitly testing every step in that chain. You don't need a multi-turn test to test multi-step logic. +A starter set of 5 or 10 cases is enough to align stakeholders and name buckets. It is **not** enough to confirm V1 holds up at scale. Two features get you there without weeks of authoring: -This is also where stacking graders shines. On the *same* one-row test: +- **Built-in generation**: Copilot Studio reads your agent's topics, tools, knowledge, and instructions, and generates a much larger test set against that surface. It gives you a first estimate of coverage across the agent's full scope. +- **CSV import**: when you need cases the platform can't infer (regulatory phrasings, regional dialects, domain-expert edge cases), there's a CSV template you fill in offline and import. You can your ann external llm to generate these according to your test zone. -- **Capabilities match** verifies the *path* (right tool A, right tool B, right order). -- **Compare meaning** or **General quality** verifies the *answer*. -- A **Custom rubric** verifies the *shape* (table, citation, refusal language, whatever your business needs). +Generated test sets are an accelerator, but they have a less-talked-about side effect. -One row. Three planes. Whole chain validated. +> **Pro tip: generated tests find the questions you didn't think to ask.** When the platform generates a test from your agent's design, it sometimes produces a prompt you'd never have written yourself. The agent's response (even a Pass) can reveal an assumption you wrote into your instructions without realizing it. The worked example below shows exactly how that lands. +{: .prompt-tip } -Multi-turn earns its place when state genuinely accumulates across turns: clarification, escalation, context carry-over, multi-step transactions. For *most* of your coverage, single-turn is the right tool, and it's much cheaper to author. If your single-turn tests are shaky, multi-turn just amplifies the noise. +### A worked example: targeting one tool -## Stage 2 — Evaluate value: scaling from "is it real?" to "is it ready?" +My Eurozone economic data agent retrieves data and produces trend charts, and I wanted to evaluate the quality and format of answers, so I configured 2 graders on a generated dataset. -A starter set of five or ten cases is enough to align stakeholders. It is **not** enough to confirm V1 will hold up at scale. For that, you need volume: enough cases to stress-test coverage and agree on realistic pass thresholds. +The first grader is **General quality**: standard relevance and groundedness. The second is a **Custom rubric** configured for UX evaluation. -Two features give you that volume without weeks of authoring: +![Configure classification dialog defining a ux quality rubric with labels for Md Headers, image, table, and missing ux](/assets/posts/evaluating-copilot-studio-agents/configure-classification.png){: .shadow w="600" } +_The Configure classification panel for a custom UX rubric. Each label is a Pass/Fail criterion the LLM grader checks against._ -- **Built-in generation** — Copilot Studio reads your agent's topics, tools, knowledge, and instructions, and generates a much larger test set against that surface. It gives you a first estimate of the agent's coverage across its full scope. -- **CSV import** — when you need cases the platform can't infer (regulatory phrasings, regional dialects, edge cases from a domain expert), there's a CSV template you fill in offline and import. +When the set runs, several rows come back like this: -Generated test sets are an accelerator, but they're also something else. +![Test result row showing Pass on quality grader and missing ux Fail on the ux quality rubric](/assets/posts/evaluating-copilot-studio-agents/test-result.png){: .shadow w="700" } +_Pass on quality. Fail on UX. The agent asked for a date range instead of producing the chart. Several other rows show the same pattern: the agent is technically responding well, but the response shape is wrong for the user's intent. The test generation discovered that my design was missing a default date range. -> **Fringe benefit of generated tests: they find the questions you didn't think to ask.** -> -> When the platform generates a test from your agent's design, it sometimes produces a prompt you'd never have written yourself. The agent's response to that prompt, even when it's a "Pass", can reveal an assumption you wrote into your instructions without realizing it. -> -> I recently had a tool that retrieves economic data over a date range. A generated test prompted the agent for a chart, and the agent responded by **asking the user for a start date and end date**. Pass on quality (the agent didn't hallucinate, it asked a sensible clarifying question). Fail on UX (the user wanted a chart, not an interrogation). The test wasn't really telling me my answer was wrong. It was telling me *my instructions had no default*. One line added to the tool description ("If a date range is missing, choose this year so far") and the next run was clean. -> -> The generated prompt did the work my imagination didn't. +> **Pro tip:** for a large portion of your starter surface, you can skip the expected answer entirely and let an **AI grader** ([General quality](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview#general-quality) or a [Custom rubric](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview#custom)) do the work. {: .prompt-tip } -### Three expectation tiers +### Tuning is a series of intentional tradeoffs -Now think about what that volume is *for*. Not every test should pass at 100%. That's the most counter-intuitive thing about evaluating generative agents, and the source of most stakeholder escalations. The trick is to segregate cases by criticality up front and let the use case dictate the bar. +Not every fix is as cheap as one line in a tool description. You may need to make tradeoffs, but these tradeoffs will be quantifiable with your evaluations. For Example: -| Tier | What it tests | Effort | Threshold | Default graders | -|---|---|---|---|---| -| **Must-Pass** | Core business outcomes, transactions, regulated answers, refusals | Highest | Near 100% | Compare meaning + Capabilities match | -| **Broader Use Cases** | Recommendations, decision support, research, persona behavior | Reasonable | What gets the user unblocked | General quality + Custom rubric | -| **Guardrail** | Off-topic, sensitive, prohibited | Focused | Inverted, near 0% match | Keyword match | +- **AI vs deterministic guardrail.** An AI instruction can moderate phrasings you didn't anticipate, but calling a coded guardrail makes it bulletproof despite performance tradeoffs. +- **Latency vs accuracy.** A stronger model raises pass rates yet increases response time and cost. -The conversation that this tier breakdown unlocks with stakeholders is the one that *prevents* escalation. When stakeholders see this framing for the first time, the room goes quiet, because they've been holding broader use cases to a Must-Pass standard and they've never written a guardrail test in their life. Set the right bar on the right use case and you avoid the argument later. +When the stakeholders can name the tradeoff, the conversation about *"why is the bar where it is?"* becomes a conversation about *"is this the tradeoff we want?"*. That's a much better conversation. -The Broader Use Cases tier is where I see the most stakeholder pushback, so it's worth being explicit. Agents are not single-purpose tools. They have a persona, a goal, and a set of tools and knowledge they reason over to fulfill that goal. A 50–60% match rate on a *"which credit card should I pick?"* or *"which travel package fits my criteria?"* use case can be a perfectly good V1, because the agent's real job is to move the conversation forward, surface a reasonable shortlist, and get the customer one step closer to a decision. **Even partial coverage is real value being enabled**, because users can phrase their question in dozens of ways and your agent serves a meaningful slice of them on day one. V1 ships and starts delivering. V2 layers in code interpreter, better retrieval, or a smarter tool to push the rate higher. That's a deliberate roadmap call, not a quality miss. +### Working set vs blind set -That leniency does **not** apply to terms of use, regulated content, refusals, or transactions. Those go in Must-Pass and stay there. +Once you have your generated large volume evaluation sets ready, the **best practice** is to split each one in two. -### Working set vs blind set — the cheapest safeguard you'll ever add +- The **working set** is what the maker tunes against. Iterating on it makes the agent better. +- The **blind set** is the same kind of cases, never seen during tuning. You only run it when the maker thinks they're done. -Once you have your generated volume, split it in two. +```mermaid +flowchart LR + GEN["Generated
evaluation set
"] + WORK["Working set
maker tunes against
iterate freely"] + BLIND["Blind set
untouched during tuning
run once when done"] + GAP["Compare pass rates
e.g. 92% vs 64%
= overfit"] + + GEN -->|"split 50/50"| WORK + GEN -->|"split 50/50"| BLIND + WORK --> GAP + BLIND --> GAP + + style GEN fill:#1f2937,color:#fff,stroke:#111827,stroke-width:2px + style WORK fill:#2d7d46,color:#fff,stroke:#166534,stroke-width:2px + style BLIND fill:#9333ea,color:#fff,stroke:#6b21a8,stroke-width:2px + style GAP fill:#d97706,color:#fff,stroke:#9a3412,stroke-width:2px +``` -- The **working set** is what the maker tunes against. They look at it. They iterate. They make the agent better by knowing what people are asking for. -- The **blind set** is the same kind of cases, never seen during tuning. You only run it when the maker thinks they're done. +If the working set passes at 92% and the blind set passes at 64%, you didn't build a better agent, you **overfit** to the working set, and this type of discrepancy is essentiial to catch. -> **Ah-ha:** If your working set passes at 92% and your blind set passes at 64%, you didn't build a better agent. You **overfit** to the working set. Tuning bias is the silent killer of agent quality, and the working/blind split is the cheapest safeguard against it. Costs nothing to add. Catches everything. -{: .prompt-tip } +### Types of agent changes by a maker -One caveat for blind sets you build from real conversations: when you import production sessions into a test set, the **expected response has to be filled in by a human** before you run a comparison grader. Real conversations come with the agent's *old* answer attached, not the right one. Skip that step and you're grading the agent against itself. (For quality and custom graders, you can run without an expected answer at all, so choose your grader to match what you have.) +When something starts behaving differently, the first question is *what kind of change caused it?* -### Three categories of tweaks: now your regression signal has a cause +- **AI tweaks**: names, descriptions, instructions, prompts, glossaries, model changes.. +- **Deterministic tweaks**: config, interception logic, conditional blocks, global variables.. +- **Functional tweaks**: knowledge sources, tools (APIs, MCPs, Agent Flows, Connectors, Agents, Topics..) -Before you run again, name the change you just made: +```mermaid +flowchart LR + AI["AI tweaks
instructions,
prompts, model"] + DET["Deterministic tweaks
config, conditions,
variables"] + FN["Functional tweaks
knowledge, tools,
topics"] + SETS["Targeted eval sets
+ custom graders
matched to the change"] + API["Evaluation API
or connector"] + AGENT["Agent"] + RESULT["Pass/Fail per bucket
regression caught"] + + AI --> SETS + DET --> SETS + FN --> SETS + SETS --> API + API --> AGENT + AGENT --> RESULT + + style AI fill:#9333ea,color:#fff,stroke:#6b21a8,stroke-width:2px + style DET fill:#2563eb,color:#fff,stroke:#1d4ed8,stroke-width:2px + style FN fill:#2d7d46,color:#fff,stroke:#166534,stroke-width:2px + style SETS fill:#0f766e,color:#fff,stroke:#134e4a,stroke-width:2px + style API fill:#1f2937,color:#fff,stroke:#111827,stroke-width:2px + style AGENT fill:#374151,color:#fff,stroke:#1f2937,stroke-width:2px + style RESULT fill:#d97706,color:#fff,stroke:#9a3412,stroke-width:2px +``` -- **AI tweaks** — names, descriptions, instructions, prompts, glossaries, models. They shift the orchestrator's reasoning. Hard to predict, easy to ripple. A model version upgrade lives here. -- **Deterministic tweaks** — config, interception logic, conditional blocks, global variables. Predictable, surgical, traceable. -- **Functional tweaks** — knowledge sources, tools, topics. New surface area, new failure modes. +Tag every change as one of these three before you ship. Re-run the test set. Now your regression signal has a *cause* and the tradeoff conversation from the section above has a vocabulary. -Tag every change as one of these three before you ship. Re-run the test set. Now your regression signal has a *cause*, not just a number. The paradox is real: the more deterministic guardrails you bolt on, the more you interrupt the orchestrator's reasoning, and the more latency you add. Naming the tweak forces the trade-off into the open. +## Stage 3: Deliver the value and measure it. -### A worked example: building and testing one tool +After go-live, your agent is having conversations you couldn't have predicted. That is the most valuable test data and the platform now lets you pull it directly from analytics into evaluations. -Let me make this concrete. Same generated-test story from earlier, with the screenshots. +You filter sessions in analytics by zone, by topic, by outcome, and **fetch them straight into a test set** ([Create a test set based on a theme](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-create#create-a-test-set-based-on-a-theme)). The expected response still has to be filled in by a human (the live transcript is the conversation, not the right answer), but the prompts are real and the distribution matches what your users are actually asking. That's how you move from *targeting* the value to *delivering and measuring* it. -I had a Eurozone economic data agent with a tool that retrieves data and generates trend charts. I wanted two things from every successful response: the data **content** had to be correct, and the **format** had to be useful (markdown headers, a table, at least one image). One row, two graders. +This is also where evaluations earn their keep as a **runtime safety net**. -The first grader on the test set was **General quality**: standard relevance and groundedness. The second was a **Custom rubric** I configured for UX: +### Types of changes outside the maker's control: -![Configure classification dialog defining a ux quality rubric with labels for Md Headers, image, table, and missing ux](/assets/posts/end-to-end-evaluations/configure-classification.png){: .shadow w="600" } -_The Configure classification panel for a custom UX rubric. Each label is a Pass/Fail criterion the LLM grader checks against._ +- **The SaaS platform.** Model upgrades, planner improvements, new generative features land continuously. +- **The agent design.** MCP tool updates and knowledge source updates happen at their own pace. +- **Your users.** Production conversations reflect how your users evolve and actually phrase things. Collect production data for evaluations as needed based on analytics drilldowns. -When I ran the set, several rows looked like this: +```mermaid +flowchart LR + PLAT["SaaS platform
model + planner
upgrades"] + EXT["External services
MCP, knowledge,
connector updates"] + USR["Your users
new phrasings,
new intents"] + ALERT["Perf alert
baseline delta
triggers investigation"] + SETS["Targeted eval sets
+ custom graders"] + API["Evaluation API
or connector"] + AGENT["Live agent"] + RESULT["What regressed?"] + + PLAT --> ALERT + EXT --> ALERT + USR --> ALERT + ALERT --> SETS + SETS --> API + API --> AGENT + AGENT --> RESULT + + style PLAT fill:#9333ea,color:#fff,stroke:#6b21a8,stroke-width:2px + style EXT fill:#2563eb,color:#fff,stroke:#1d4ed8,stroke-width:2px + style USR fill:#2d7d46,color:#fff,stroke:#166534,stroke-width:2px + style ALERT fill:#dc2626,color:#fff,stroke:#991b1b,stroke-width:3px + style SETS fill:#0f766e,color:#fff,stroke:#134e4a,stroke-width:2px + style API fill:#1f2937,color:#fff,stroke:#111827,stroke-width:2px + style AGENT fill:#374151,color:#fff,stroke:#1f2937,stroke-width:2px + style RESULT fill:#d97706,color:#fff,stroke:#9a3412,stroke-width:2px +``` -![Test result row showing Pass on quality grader and missing ux Fail on the ux quality rubric](/assets/posts/end-to-end-evaluations/result-quality-pass-ux-fail-1.png){: .shadow w="700" } -_Pass on quality. Fail on UX. The agent asked the user for a date range instead of producing the chart._ +### The "irrelevant" alert that's secretly useful -![Second test result row with the same Pass on quality / missing ux Fail pattern](/assets/posts/end-to-end-evaluations/result-quality-pass-ux-fail-2.png){: .shadow w="700" } -_Same pattern on a different prompt. The signal isn't in the quality grader. It's in the rubric._ +Each environment exposes an overall agent performance number with an alert you can configure. On its own, that number means almost nothing. What does "78% overall" tell you when you have three buckets with three different bars and a Guardrail set that's *supposed* to score zero? -Two graders on the same row showed me what one grader couldn't: the agent was technically responding well, but its *response shape* was wrong for the user's intent. One instruction tweak ("If a date range is missing, choose this year so far"), re-run, and both graders went green. +> **Pro tip:** Once you've calibrated what "good" looks like for *this* agent in *this* environment, that single global performance value (whatever it is) becomes a **baseline marker**. From that point forward, what matters is not the actual value, but the **delta** from the baseline. +{: .prompt-tip } -This is the inner loop. One tool, multiple graders, iterate until coverage and UX are both clean. Then move on to the next tool. Rinse, repeat. +A drop from baseline is your signal to dig into transcripts and re-run the affected test sets to see what actually regressed. It's the simplest possible drift detector. -## Stage 3 — Deliver value: now the loop closes +![Environment performance alert configuration showing the single overall score and threshold](/assets/posts/evaluating-copilot-studio-agents/alert.png){: .shadow w="700" } +_The environment performance alert. Useless as an absolute value. Gold as a baseline-delta signal._ -After go-live, your agent is having conversations you couldn't have predicted. That is the most valuable test data you will ever have, and the platform now lets you pull it directly from analytics into evaluations. +### There is also a custom classifier feature in analytics -You filter sessions in analytics — by zone, by topic, by outcome — and **fetch them straight into a test set**. The expected response still has to be filled in by a human (the live transcript is the conversation, not the right answer), but the prompts are real and the distribution matches what your users are actually asking. That's how you move from *estimating* value to *measuring* it. +The same kind of LLM-judged custom rubric used to grade test runs has a twin in the analytics dashboard: a **custom AI classifier** that runs the same kind of judgment against real production conversations. The setup is genuinely simple. You don't write the prompt. You write **the question you want answered** and the **categories** the answer should fall into: -This is also where evaluations earn their keep as a **runtime safety net**. Three things will keep changing under your agent whether you like it or not: +![Create a custom metric dialog with a natural-language question and result categories](/assets/posts/evaluating-copilot-studio-agents/create-custom-metric.png){: .shadow w="700" } +_You describe the metric in one sentence and define the result categories. That's the entire maker input._ -- **The platform.** Model upgrades, planner improvements, new generative features land continuously. Your evals tell you whether the change helped or hurt *your* scenarios, not the average customer's. -- **The agent design.** Every instruction tweak, new tool, or new knowledge source is a change to the system. Re-run your test sets before you publish. -- **Your users.** Production conversations are the only data that reflects how your users actually phrase things. Pull them back in so tomorrow's regression set reflects today's reality. +The suite then **generates the full classifier prompt** for you (role, classification criteria, indicators per category, the lot), runs it across your transcripts, plots a chart on your dashboard, and lets you drill into the conversations behind each segment. -### The "irrelevant" alert that's secretly useful +![Custom metrics prompt tab showing the auto-generated Role and Purpose, Classification Criteria, and Indicators](/assets/posts/evaluating-copilot-studio-agents/custom-metric-prompt.png){: .shadow w="700" } +_You wrote one sentence. The suite wrote the LLM judge._ -Each environment exposes an overall agent performance number with an alert you can configure. On its own, that number means almost nothing. What does "78% overall" tell you when you have three tiers with three different bars and a Guardrail set that's *supposed* to score zero? +Now we can tie this back to the Eurozone agent from Stage 2. The very same *"is the response in the format the user actually wanted?"* concern that gated V1 with a custom rubric is what's tracked *live* in Stage 3 as a custom analytics metric for a **continuous feedback loop.** -That's the wrong way to read it. +### ROI: the value you targeted, now measured in time and money -> **Ah-ha:** Once you've calibrated what "good" looks like for *this* agent in *this* environment, that single number (whatever it is) becomes a **baseline marker**. From that point forward, what matters is the **delta**. A sharp move from baseline is the alert. The number doesn't tell you the answer; it tells you to go look. -{: .prompt-tip } +When you've baselined your buckets and the agent is running in production, the suite lets you attach **time and money saved per each type of successful tool invocation**: -A drop from baseline is your signal to dig into transcripts and re-run the affected test sets to see what actually regressed. It's the cheapest possible drift detector, and it's already on by default. You just have to know what it's *for*. +![Calculate savings per tool dialog with hours saved and dollars saved per invocation](/assets/posts/evaluating-copilot-studio-agents/calculate-savings-per-tool.png){: .shadow w="700" } +_For each tool, you tell the suite what one successful invocation is worth. The dashboard multiplies it against the evaluated successful runs in production._ -![Environment performance alert configuration showing the single overall score and threshold](/assets/posts/end-to-end-evaluations/alert.png){: .shadow w="700" } -_The environment performance alert. Useless as an absolute value. Gold as a baseline-delta signal._ +The value you *scoped* in Stage 1 (a hand-authored starter set, sorted into buckets), *targeted* in Stage 2 (volume, deliberate tradeoffs, working/blind split), is now *delivered and measured* in Stage 3 (real conversations + ROI). That's what you bring to the business review. Full reference in [Analyze time and cost savings](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-cost-savings). -### The custom rubric you wrote in Stage 2 is the custom AI metric you run in Stage 3 +## Evaluations Features worth knowing about +{: #features-worth-knowing-about } -This is the moment the loop genuinely closes, and it's the feature most makers haven't seen yet. -The same kind of LLM-judged custom rubric you used to grade test runs has a twin in the analytics dashboard: a **custom AI metric** that runs the same kind of judgment against real production conversations. The maker experience is striking. You don't write the prompt. You write **the question you want answered** and the **categories** the answer should fall into: +### DLP and the evaluation actions +{: #dlp-and-the-evaluation-actions } -![Create a custom metric dialog with a natural-language question and result categories](/assets/posts/end-to-end-evaluations/create-custom-metric.png){: .shadow w="700" } -_You describe the metric in one sentence and define the result categories. That's the entire maker input._ +This one is simple but also a blocker if you skip it. Agent evaluation, whether triggered manually from the Evaluations panel or programmatically through the API or connector, calls the **Microsoft Copilot Studio** connector under the hood. If your tenant's Data Loss Prevention policy blocks the connector's evaluation actions, runs fail with a policy error and the in-product UI gives you no hint about why. -The suite then **generates the full classifier prompt** for you (role, classification criteria, indicators per category, the lot), runs it across your transcripts, plots a chart on your dashboard, and lets you drill into the conversations behind each bar: +Confirm with your admin that the actions below are enabled in a permitted data group ([DLP guidance](https://learn.microsoft.com/en-us/microsoft-copilot-studio/admin-data-loss-prevention)): -![Custom metrics prompt tab showing the auto-generated Role and Purpose, Classification Criteria, and Indicators](/assets/posts/end-to-end-evaluations/custom-metric-prompt.png){: .shadow w="700" } -_You wrote one sentence. The suite wrote the LLM judge._ +![Connector actions panel showing the Microsoft Copilot Studio connector with Evaluate Agent, Get Agent Test Run Details, Get Agent Test Runs, Get Agent Test Set Details, and Get Agent Test Sets all toggled On](/assets/posts/evaluating-copilot-studio-agents/dlp-evaluation-actions.png){: .shadow w="600" } +_The five evaluation actions: Evaluate Agent, Get Agent Test Run Details, Get Agent Test Runs, Get Agent Test Set Details, and Get Agent Test Sets._ -Tie this back to the GDP example. The very same *"is the response in the format the user actually wanted?"* concern I was checking for in Stage 2 with a custom rubric is what I'm now tracking *live* in Stage 3 as a custom analytics metric. **Same question, two surfaces, one continuous loop.** Pre-deploy, it gates V1. Post-deploy, it tells me what real users are asking for and getting. +### Stack graders to check path *and* answer in one row -### ROI: the value you targeted, now measured in time and money +Adding Expected answers to an evaluation set unlocks the whole grader catalogue. Now, you can stack a *deterministic* grader (Exact match, Keyword match, Tool use) with an *AI* grader (Compare meaning, General quality, Custom rubric). -When you've baselined your tiers and the agent is running in production, the suite lets you attach **time and money saved per successful tool invocation**: +The deterministic graders catch regressions in *what the agent did*; the AI ones catch regressions in *how it answered*. Same test case, two planes of confidence. Pick a grader (or two) per row based on what the test is actually trying to confirm. -![Calculate savings per tool dialog with hours saved and dollars saved per invocation](/assets/posts/end-to-end-evaluations/calculate-savings-per-tool.png){: .shadow w="700" } -_For each tool, you tell the suite what one successful invocation is worth. The dashboard multiplies it against the evaluated successful runs in production._ +| Grader | What it confirms | Use when | Expected answer? | +|---|---|---|---| +| [General quality](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview#general-quality) | Relevance, groundedness, completeness | Default for broad coverage with no reference answer | No | +| [Compare meaning](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview#compare-meaning) | Semantic similarity to your expected answer | Knowledge answers where you know what the right answer should say | Yes | +| [Text similarity](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview#text-similarity) | Wording-and-meaning closeness via cosine similarity | Phrasing-tolerant exactness | Yes | +| [Exact match](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview#exact-match) | Character-for-character identity | Action names, structured fields, fixed phrases | Yes | +| [Keyword match](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview#keyword-match) | Presence (or absence) of specific phrases | Guardrails, compliance disclaimers | No (keywords) | +| [Tool use](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview#tool-use) | The right tool(s) or topic(s) were invoked | Tool chain validation, regardless of prose | Yes (capabilities) | +| [Custom rubric](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview#custom) | Business-specific criteria you describe | Tone, format, citation, refusal language | No (rubric prompt) | -The value you *targeted* in Stage 1 (a hand-authored starter set), *estimated* in Stage 2 (generated volume + tier thresholds), is now *measured* in Stage 3 (real conversations + ROI). That's what you bring to the business review. Full reference in [Analyze time and cost savings](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-cost-savings). +#### A recommended evaluation pairing by bucket: -### Automate it once you trust it +```mermaid +flowchart LR + MP["Must-Pass
core outcomes,
regulated, refusals
"] + BR["Broader Use Cases
recommendations,
research, persona
"] + GR["Guardrail
off-topic,
sensitive, prohibited
"] + MP_PAIR["Compare meaning
+
Tool use"] + BR_PAIR["General quality
+
Custom rubric"] + GR_PAIR["Keyword match
or Custom rubric"] + + MP --> MP_PAIR + BR --> BR_PAIR + GR --> GR_PAIR + + style MP fill:#9333ea,color:#fff,stroke:#6b21a8,stroke-width:2px + style BR fill:#2d7d46,color:#fff,stroke:#166534,stroke-width:2px + style GR fill:#d97706,color:#fff,stroke:#9a3412,stroke-width:2px + style MP_PAIR fill:#1f2937,color:#fff,stroke:#111827,stroke-width:2px + style BR_PAIR fill:#1f2937,color:#fff,stroke:#111827,stroke-width:2px + style GR_PAIR fill:#1f2937,color:#fff,stroke:#111827,stroke-width:2px +``` -Once your test sets are stable and your tiers are dialed in, the next move is to run them automatically on every change. The [Evaluation REST API](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-rest-api) and the [Microsoft Copilot Studio connector](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-automate-tools) expose everything the Evaluate tab does, programmatically. +### A single-turn test exercises the whole orchestration chain -Adi Leibowitz already wrote the deep dive on the CI/CD side. Read [Quality Gates for Copilot Studio: Automated Evaluations in Azure DevOps]({% post_url 2026-04-19-copilot-studio-eval-gate-azure-devops %}) for the pattern that blocks PR merges when a Must-Pass set drops below threshold, and [Closing the Loop: Automated Agent Improvement with Publish and Test]({% post_url 2026-03-29-agentic-improvement-loop %}) for the AI-authored side of the loop where an AI coding agent edits instructions, publishes, and re-evaluates on its own. +Many teams over-rotate on multi-turn conversational testing too early. A single-turn test that grades the final response is implicitly testing every step in that chain. Ex: Plan, execute, retrieve, execute again, all in one turn. -> **One operational gotcha — DLP.** The Microsoft Copilot Studio connector's evaluation actions must be permitted by your environment's Data Loss Prevention policy before automation will run. If your evaluation runs are failing with policy errors, that's the cause. Check the [DLP guidance](https://learn.microsoft.com/en-us/microsoft-copilot-studio/admin-data-loss-prevention) and flag it with your tenant admin early. -{: .prompt-warning } +[Multi-turn test sets](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-multi-turn) earn their place when the state genuinely accumulates across turns: clarification, escalation, context carry-over, multi-step transactions. For most cases, single-turn is the right tool to start with. -## Monday morning checklist +### Automate it once you trust it -If you take one thing from this post, take this. The 30-minute version: +Once your test sets are stable and your buckets are dialed in, the next move is to run them automatically on every change. See: -1. Open your agent. Go to **Evaluations**. Create a test set named after one user story, with the tier as a suffix (`Wellness Lookup — Must-Pass`). -2. Run a couple of prompts in the **Test your agent** panel and convert the good ones to test cases. Instant starter set. -3. Add three to five more by hand: two Must-Pass with expected answers, one Broader Use Case (no expected answer needed), one Guardrail. -4. Stack graders on each row. Must-Pass: **Compare meaning** + **Capabilities match**. Broader: **General quality**. Guardrail: **Keyword match**. Add a **Custom rubric** wherever you have a business-specific check. -5. Set thresholds per tier. Run. Read the **per-tier** pass rate, not the overall. -6. Make exactly one categorized tweak — AI, deterministic, or functional. Re-run. See what fixed and what regressed. -7. When you're ready to scale: generate volume, split into tune/blind, and start the build-evaluate-build cycle. Wire in [the API]({% post_url 2026-04-19-copilot-studio-eval-gate-azure-devops %}) when manual is no longer enough. +- [Evaluation REST API](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-rest-api) +- [Microsoft Copilot Studio connector](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-automate-tools) +- [Quality Gates for Copilot Studio: Automated Evaluations in Azure DevOps]({% post_url 2026-04-19-copilot-studio-eval-gate-azure-devops %}) +- [Closing the Loop: Automated Agent Improvement with Publish and Test]({% post_url 2026-03-29-agentic-improvement-loop %}) -That's the whole loop. The hard part is starting it, and the suite has quietly removed most of the excuses. +## Key takeaways -We don't just build agents. We evaluate them. The teams who internalise that are the teams who ship, and the suite is set up to take you all the way from "what is V1?" to "here's what V1 delivered last quarter, in hours and dollars." +- **Tests are the scope contract for V1.** Hand-author them with the business in the room, and "what does V1 do?" stops being a debate. +- **Dev environments don't collect analytics**, so during design and early build you only have manual, generated, or imported data. The live-data loop kicks in later. +- **Expected answers unlock the whole grader catalogue.** Pair a deterministic grader (Tool use, Keyword match, Exact match) with an AI grader (General quality, Compare meaning, Custom rubric) on the same row to validate path *and* answer at once. +- **Generated test sets find questions you didn't think to ask.** Treat unexpected agent responses to generated prompts as a window into the assumptions hiding in your instructions. +- **Bucket your use cases as you scope: Must-Pass, Broader Use Cases, Guardrail.** Most stakeholder disagreements about "agent quality" are really bucket disagreements in disguise. +- **Working set vs blind set is the cheapest safeguard against tuning bias.** Costs nothing. Catches the overfit every time. +- **A single-turn test exercises the whole orchestration chain.** Plan, call, retrieve, call again, compose, all in one row, validated by stacked graders. Save multi-turn for state that genuinely accumulates. +- **The same custom rubric runs in both surfaces.** What gates V1 in evaluations becomes a live custom metric in analytics, plotted on the dashboard with drill-down to the conversations behind each bar. +- **The single-number environment alert is a baseline-delta signal**, not a quality score. It tells you when to look. +- **Per-tool ROI ties the whole loop back to the business.** Time and money saved per successful invocation, multiplied by evaluated successful runs, gives you the number to bring to a quarterly review. +- **Once it's stable, automate it.** The Evaluation REST API and the Copilot Studio connector turn manual runs into PR gates and scheduled flows. See Adi Leibowitz's [Quality Gates post]({% post_url 2026-04-19-copilot-studio-eval-gate-azure-devops %}) for the CI/CD pattern. -What's the test you wish you'd written before V1 shipped? Drop it in the comments — I'm collecting patterns for a follow-up. +Which part of the suite has changed how your team ships? And which test do you wish you'd written before V1 went live? 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z03L}t+6*&(efcqX@E*5+?vMeM?Df`{m5<|A0z-WE8o$sQkRSaIwEo@UzoGROh_Rpa zm-IRLZhgVrv-Wi5s#2IU2`KT+ku2PVWtXau=0dVh4F7|AFG^DNQ!RwdOKelAnF(Yk zTdD3Oy3KabAO%RX{LVL=cgiaKu;+3IMrS04r0YL}8gP9vxemxEZWEam{(lMw0%Zp5 zZFs(geL~NANpxMUii7#T>q(etss5UMz~nw4`-DXm{S4ifvBxa@Ib-T`o2+CzRhc4| z@n#lvNpTr~n`8<+{*kWEFD&zl9gFK5&{1>DzBlG|2 kP>=;W|2Il=W)WC&(WL3s8?1%M5+{J7tg1}iJG1cr1)%^U9smFU literal 0 HcmV?d00001 From ff9d3e5c78f839012d7d8eddb651980c32bd2ce3 Mon Sep 17 00:00:00 2001 From: KarimaKT Date: Thu, 7 May 2026 02:51:51 -0400 Subject: [PATCH 4/9] Review fixes: typos, stub subsection, mermaid label, H4 consistency --- ...-05-06-evaluating-copilot-studio-agents.md | 22 +++++++++---------- 1 file changed, 10 insertions(+), 12 deletions(-) diff --git a/_posts/2026-05-06-evaluating-copilot-studio-agents.md b/_posts/2026-05-06-evaluating-copilot-studio-agents.md index 7b19c0a..e27cfd1 100644 --- a/_posts/2026-05-06-evaluating-copilot-studio-agents.md +++ b/_posts/2026-05-06-evaluating-copilot-studio-agents.md @@ -45,7 +45,7 @@ flowchart LR B["Generated Data
Target the value
━━━━━━━━━━
Built-in generation
or CSV import"] C["Real Collected Data
Deliver the value
━━━━━━━━━━
Production data
from analytics"] A --> B --> C - C -.->|"Live data feeds
tests"| A + C -.->|"Live data feeds
new tests"| A style A fill:#9333ea,color:#fff,stroke:#6b21a8,stroke-width:2px style B fill:#2d7d46,color:#fff,stroke:#166534,stroke-width:2px @@ -56,7 +56,7 @@ That dotted return line matters. Once production data is flowing, it becomes the ## Stage 1: Scope the value, agree on V1 and build the agent -#### The Starter Set +#### The starter set When you start a Copilot Studio project, the most valuable artifact you can produce is not a topic flow diagram or a knowledge-source list. It's a **starter test set**, written *jointly* by the business and the maker, that captures the high-value user stories the agent has to nail. Each test case is a value statement: "If a user asks *this*, the agent delivering *that* is value." That set does two jobs at once. It's your **acceptance contract for V1**: the scoreboard everyone agrees to look at when someone asks "what does V1 actually do?". And it's a **design brief** for the agent: every case in the set is a use case the agent's topics, tools, knowledge, and instructions need to cover. You aren't designing the agent then writing tests for it; you're agreeing on the use cases that count, and designing to cover them. @@ -87,10 +87,11 @@ That leniency does **not** apply to terms of use, regulated content, refusals, o {: .prompt-warning } #### Do I have to write the expected value for each case? -The biggest misconception about starter sets is that you have to hand-craft the prompt *and* hand-write the perfect expected answer for every case. That feels heavy, and it's the number-one reason teams postpone evaluation. - +The biggest misconception about starter sets is that you have to hand-craft the prompt *and* hand-write the perfect expected answer for every case. That feels heavy, and it's the number-one reason teams postpone evaluation. +> **Pro tip:** for a large portion of your starter surface, you can skip the expected answer entirely and let an **AI grader** ([General quality](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview#general-quality) or a [Custom rubric](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview#custom)) do the work. Reserve hand-written expected answers for your Must-Pass bucket, where they unlock the deterministic graders. +{: .prompt-tip } ## Stage 2: Target the value, intentional tradeoffs @@ -107,7 +108,7 @@ The performance range V1 eventually ships at is an outcome of those three. It's A starter set of 5 or 10 cases is enough to align stakeholders and name buckets. It is **not** enough to confirm V1 holds up at scale. Two features get you there without weeks of authoring: - **Built-in generation**: Copilot Studio reads your agent's topics, tools, knowledge, and instructions, and generates a much larger test set against that surface. It gives you a first estimate of coverage across the agent's full scope. -- **CSV import**: when you need cases the platform can't infer (regulatory phrasings, regional dialects, domain-expert edge cases), there's a CSV template you fill in offline and import. You can your ann external llm to generate these according to your test zone. +- **CSV import**: when you need cases the platform can't infer (regulatory phrasings, regional dialects, domain-expert edge cases), there's a CSV template you fill in offline and import. You can use an external LLM to generate these according to your test zone. Generated test sets are an accelerator, but they have a less-talked-about side effect. @@ -126,10 +127,7 @@ _The Configure classification panel for a custom UX rubric. Each label is a Pass When the set runs, several rows come back like this: ![Test result row showing Pass on quality grader and missing ux Fail on the ux quality rubric](/assets/posts/evaluating-copilot-studio-agents/test-result.png){: .shadow w="700" } -_Pass on quality. Fail on UX. The agent asked for a date range instead of producing the chart. Several other rows show the same pattern: the agent is technically responding well, but the response shape is wrong for the user's intent. The test generation discovered that my design was missing a default date range. - -> **Pro tip:** for a large portion of your starter surface, you can skip the expected answer entirely and let an **AI grader** ([General quality](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview#general-quality) or a [Custom rubric](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview#custom)) do the work. -{: .prompt-tip } +_Pass on quality. Fail on UX. The agent asked for a date range instead of producing the chart. Several other rows show the same pattern: the agent is technically responding well, but the response shape is wrong for the user's intent. The test generation discovered that my design was missing a default date range._ ### Tuning is a series of intentional tradeoffs @@ -165,7 +163,7 @@ flowchart LR style GAP fill:#d97706,color:#fff,stroke:#9a3412,stroke-width:2px ``` -If the working set passes at 92% and the blind set passes at 64%, you didn't build a better agent, you **overfit** to the working set, and this type of discrepancy is essentiial to catch. +If the working set passes at 92% and the blind set passes at 64%, you didn't build a better agent, you **overfit** to the working set, and this type of discrepancy is essential to catch. ### Types of agent changes by a maker @@ -281,7 +279,7 @@ _For each tool, you tell the suite what one successful invocation is worth. The The value you *scoped* in Stage 1 (a hand-authored starter set, sorted into buckets), *targeted* in Stage 2 (volume, deliberate tradeoffs, working/blind split), is now *delivered and measured* in Stage 3 (real conversations + ROI). That's what you bring to the business review. Full reference in [Analyze time and cost savings](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-cost-savings). -## Evaluations Features worth knowing about +## Evaluation features worth knowing about {: #features-worth-knowing-about } @@ -311,7 +309,7 @@ The deterministic graders catch regressions in *what the agent did*; the AI ones | [Tool use](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview#tool-use) | The right tool(s) or topic(s) were invoked | Tool chain validation, regardless of prose | Yes (capabilities) | | [Custom rubric](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview#custom) | Business-specific criteria you describe | Tone, format, citation, refusal language | No (rubric prompt) | -#### A recommended evaluation pairing by bucket: +#### A recommended evaluation pairing by bucket ```mermaid flowchart LR From 429b410901895399f9ae773391d37cf4bdc26f8d Mon Sep 17 00:00:00 2001 From: KarimaKT Date: Wed, 20 May 2026 19:08:30 -0400 Subject: [PATCH 5/9] Refine evaluation strategy framing and statistical thresholds --- ...-05-06-evaluating-copilot-studio-agents.md | 63 +++++++++++++++---- 1 file changed, 51 insertions(+), 12 deletions(-) diff --git a/_posts/2026-05-06-evaluating-copilot-studio-agents.md b/_posts/2026-05-06-evaluating-copilot-studio-agents.md index e27cfd1..b38ca66 100644 --- a/_posts/2026-05-06-evaluating-copilot-studio-agents.md +++ b/_posts/2026-05-06-evaluating-copilot-studio-agents.md @@ -24,8 +24,19 @@ Instead of treating evaluations as a phase between "build" and "ship," start run The Copilot Studio **evaluation and analytics suite** has features lined up for each of these jobs, and the parts that surprise people most are the places features connect across stages. The rest of this post walks the loop end to end. -> This post is a practitioner's companion to Microsoft Learn. For the canonical reference, start with the [Evaluation overview](https://learn.microsoft.com/en-us/microsoft-copilot-studio/guidance/evaluation-overview) and the [iterative evaluation framework](https://learn.microsoft.com/en-us/microsoft-copilot-studio/guidance/evaluation-iterative-framework). -{: .prompt-info } + +> ### Evaluation Strategy in 60 seconds +> +> If you only remember one thing, make it this operating model: +> +> 1. **Use three test set types from day one:** Must-Pass, Must-Fail, and Other Features. +> 2. **Split every set in half before tuning:** one half for tuning, one half for blind validation. +> 3. **Interpret results statistically, not anecdotally:** one failed row is a debugging clue, not a release decision. +> 4. **Choose test data by lifecycle stage:** synthetic starter tests for scoping, generated tests for iteration, real utterances for benchmark and regression. +> 5. **Monitor Analytics and flag real data to use for retuning:** align live analytics with evaluation criteria. +> +> That is the strategy. The rest of this post shows how to run that strategy across Scope, Target, Deliver, then apply it with Copilot Studio features. +{: .prompt-tip } ## The three questions, the three stages, the same loop @@ -37,6 +48,9 @@ Those three lifecycle stages map to the three pain points most Copilot Studio pr | **Target the value** | *Is V1 ready to deploy, and at what bar?* | Tuning, expectations, readiness | Built-in test generation from agent design, CSV import, custom rubrics, working/blind split | | **Deliver the value** | *Are my users getting the value I expected?* | Drift, regressions, ROI | Fetch sessions from analytics into evals, custom AI metrics on the dashboard, environment performance alert, per-tool ROI | +>This section is the strategy lens. Product-level implementation details are grouped later in [Copilot Studio implementation details](#features-worth-knowing-about). +{: .prompt-tip } + The product was designed with this exact progression in mind. Each stage has features that put **the right kind of evaluation data at the right time**, so you're never blocked waiting for data you don't have yet: ```mermaid @@ -52,7 +66,7 @@ flowchart LR style C fill:#d97706,color:#fff,stroke:#9a3412,stroke-width:2px ``` -That dotted return line matters. Once production data is flowing, it becomes the most valuable test data you'll ever have, and it goes right back into your starter set to harden the next release. +That dotted return line links Evals and Analytics. Once production data is flowing, it becomes valuable test data that hardens the next release. ## Stage 1: Scope the value, agree on V1 and build the agent @@ -69,17 +83,35 @@ The payoff is huge. Scope creep stops, because any use case that isn't in the te While you're agreeing on what V1 covers, sort each case into one of three buckets. The bucket sets up everything that follows: how much effort the case deserves, what bar it should pass at, and which graders make sense for it. -| Bucket | What it tests | Effort | Threshold | Default graders | +| Bucket | What it tests | Effort | Statistical target | Default graders | |---|---|---|---|---| -| **Must-Pass** | Core business outcomes, transactions, regulated answers, refusals | Highest | Near 100% | Compare meaning + Tool use | -| **Broader Use Cases** | Recommendations, decision support, research, persona behavior | Reasonable | What gets the user unblocked | General quality + Custom rubric | -| **Guardrail** | Off-topic, sensitive, prohibited | Focused | Inverted, near 0% match | Keyword match | +| **Must-Pass** | Core business outcomes, transactions, regulated answers | Highest | High pass rate (ex: 85%+) on blind set | Compare meaning + Tool use | +| **Other Features** | Recommendations, decision support, research, persona behavior | Reasonable | Fit-for-purpose range agreed with business (often 60-85%) | General quality + Custom rubric | +| **Must-Fail (Guardrail)** | Off-topic, sensitive, prohibited, policy-violating asks | Focused | High refusal/block rate (target depends on guardrail type) | Keyword match + Custom rubric | Most stakeholder disagreements about "agent quality" are really disagreements about which use case lives in which bucket. Once Must-Pass and Broader Use Cases are visibly different sets with different bars, the argument about *"why isn't it 100%?"* resolves itself. Broader Use Cases is the bucket that surprises people the most. Agents are not single-purpose tools; they have a persona, a goal, and a set of tools and knowledge they reason over to fulfill that goal. A 50–60% match rate on *"which credit card should I pick?"* or *"which travel package fits my criteria?"* can be a perfectly good V1, because the agent's real job is to move the conversation forward, surface a reasonable shortlist, and get the user one step closer to a decision. **Even partial coverage is real value being enabled.** V1 ships and starts delivering; V2 layers in code interpreter, better retrieval, or a smarter tool to push the rate higher. -That leniency does **not** apply to terms of use, regulated content, refusals, or transactions. Those go in Must-Pass and stay there. +That leniency does **not** apply to terms of use, regulated content, refusals, or transactions. Those go in Must-Pass or Must-Fail and stay there. + +#### Tie each bucket to a statistical bar + +Treat every bucket as a percentage target over a representative test set, not a single-row pass/fail story. + +- **Must-Pass:** set a high blind-set pass-rate target and do not release if it drops below the agreed floor. +- **Must-Fail:** set a high blind-set fail-safe target, where the agent correctly refuses, redirects, or blocks prohibited asks. +- **Other Features:** set an explicit acceptable range based on user value and iteration cost. + +For Must-Fail, the threshold should reflect the guardrail implementation type: + +| Must-Fail guardrail type | Typical reliability profile | Practical target guidance | +|---|---|---| +| **Deterministic check** (keyword/pattern/rule gate) | Most stable and repeatable | Highest bar, typically 99%+ | +| **AI instruction** (policy in system instructions) | Strong but phrasing-sensitive | High bar, typically 75-95% | +| **Additional AI output test** (post-answer AI judge) | Flexible with phrasing & judgment variance | Additive guardrail, often 85-99% | + +Use this as a decision framework, not a universal law. The right threshold is the one your business signs up for, on a statistically meaningful blind set. > **Heads up: dev environments don't collect analytics data.** During design, your starter set has to be either **manually authored**, **generated** from the agent's design, or **imported** from another source. > @@ -207,10 +239,12 @@ After go-live, your agent is having conversations you couldn't have predicted. T You filter sessions in analytics by zone, by topic, by outcome, and **fetch them straight into a test set** ([Create a test set based on a theme](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-create#create-a-test-set-based-on-a-theme)). The expected response still has to be filled in by a human (the live transcript is the conversation, not the right answer), but the prompts are real and the distribution matches what your users are actually asking. That's how you move from *targeting* the value to *delivering and measuring* it. -This is also where evaluations earn their keep as a **runtime safety net**. +This is also where evaluations earn their keep as a **runtime safety net** for regression testing. ### Types of changes outside the maker's control: +In a SaaS platform that uses outside sources and runs at high volume, there are many types of regressions that need to be monitored and tested. + - **The SaaS platform.** Model upgrades, planner improvements, new generative features land continuously. - **The agent design.** MCP tool updates and knowledge source updates happen at their own pace. - **Your users.** Production conversations reflect how your users evolve and actually phrase things. Collect production data for evaluations as needed based on analytics drilldowns. @@ -272,16 +306,20 @@ Now we can tie this back to the Eurozone agent from Stage 2. The very same *"is ### ROI: the value you targeted, now measured in time and money -When you've baselined your buckets and the agent is running in production, the suite lets you attach **time and money saved per each type of successful tool invocation**: +When you've baselined your buckets and the agent is running in production, the suite lets you attach **time and money value for each type of successful tool invocation**: ![Calculate savings per tool dialog with hours saved and dollars saved per invocation](/assets/posts/evaluating-copilot-studio-agents/calculate-savings-per-tool.png){: .shadow w="700" } _For each tool, you tell the suite what one successful invocation is worth. The dashboard multiplies it against the evaluated successful runs in production._ The value you *scoped* in Stage 1 (a hand-authored starter set, sorted into buckets), *targeted* in Stage 2 (volume, deliberate tradeoffs, working/blind split), is now *delivered and measured* in Stage 3 (real conversations + ROI). That's what you bring to the business review. Full reference in [Analyze time and cost savings](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-cost-savings). -## Evaluation features worth knowing about +## Copilot Studio implementation details {: #features-worth-knowing-about } +Everything above this section is the operating model. Everything below is technical application in Copilot Studio. + +> Note that this post is a practitioner's companion to Microsoft Learn. For the canonical reference, start with the [Evaluation overview](https://learn.microsoft.com/en-us/microsoft-copilot-studio/guidance/evaluation-overview) and the [iterative evaluation framework](https://learn.microsoft.com/en-us/microsoft-copilot-studio/guidance/evaluation-iterative-framework). +{: .prompt-info } ### DLP and the evaluation actions {: #dlp-and-the-evaluation-actions } @@ -353,7 +391,8 @@ Once your test sets are stable and your buckets are dialed in, the next move is - **Dev environments don't collect analytics**, so during design and early build you only have manual, generated, or imported data. The live-data loop kicks in later. - **Expected answers unlock the whole grader catalogue.** Pair a deterministic grader (Tool use, Keyword match, Exact match) with an AI grader (General quality, Compare meaning, Custom rubric) on the same row to validate path *and* answer at once. - **Generated test sets find questions you didn't think to ask.** Treat unexpected agent responses to generated prompts as a window into the assumptions hiding in your instructions. -- **Bucket your use cases as you scope: Must-Pass, Broader Use Cases, Guardrail.** Most stakeholder disagreements about "agent quality" are really bucket disagreements in disguise. +- **Bucket your use cases as you scope: Must-Pass, Must-Fail, and Other Features.** Most stakeholder disagreements about "agent quality" are really bucket disagreements in disguise. +- **Set statistical targets per bucket on blind sets.** Must-Pass and Must-Fail should run at high rates, while Other Features should run in an agreed value range. - **Working set vs blind set is the cheapest safeguard against tuning bias.** Costs nothing. Catches the overfit every time. - **A single-turn test exercises the whole orchestration chain.** Plan, call, retrieve, call again, compose, all in one row, validated by stacked graders. Save multi-turn for state that genuinely accumulates. - **The same custom rubric runs in both surfaces.** What gates V1 in evaluations becomes a live custom metric in analytics, plotted on the dashboard with drill-down to the conversations behind each bar. From 212a1caedeca9dc868faf1e112d68cdf9e3f951d Mon Sep 17 00:00:00 2001 From: KarimaKT Date: Thu, 18 Jun 2026 01:53:08 -0400 Subject: [PATCH 6/9] Add post: Evaluation-Driven Agent Readiness in Copilot Studio (draft) Maker-focused walkthrough of evaluation-driven agent readiness: scope a narrow agent, bucket coverage, generate realistic tests, stack graders, read failures, fix the design, and rerun. Draft pending screenshots and minor tweaks. --- ...-05-06-evaluating-copilot-studio-agents.md | 403 ------------------ ...n-driven-agent-readiness-copilot-studio.md | 282 ++++++++++++ 2 files changed, 282 insertions(+), 403 deletions(-) delete mode 100644 _posts/2026-05-06-evaluating-copilot-studio-agents.md create mode 100644 _posts/2026-06-01-evaluation-driven-agent-readiness-copilot-studio.md diff --git a/_posts/2026-05-06-evaluating-copilot-studio-agents.md b/_posts/2026-05-06-evaluating-copilot-studio-agents.md deleted file mode 100644 index b38ca66..0000000 --- a/_posts/2026-05-06-evaluating-copilot-studio-agents.md +++ /dev/null @@ -1,403 +0,0 @@ ---- -layout: post -title: "Evaluating Copilot Studio Agents: Scope the Value, Target the Value, Deliver the Value" -date: 2026-05-06 -categories: [copilot-studio, testing] -tags: [evaluation, analytics, test-sets, graders, custom-metrics, agent-lifecycle, roi, regression-testing] -description: "Evaluate Copilot Studio agents end to end through three lifecycle jobs: scope the value with a starter test set, target the value at scale by tuning to agreed expectations, then deliver the value live with analytics and custom AI metrics." -author: KarimaKT -image: - path: /assets/posts/evaluating-copilot-studio-agents/header.png - alt: "Build, evaluate, optimize: the Copilot Studio agent quality cycle" - no_bg: true -mermaid: true -published: true ---- - -If you've ever shipped a Copilot Studio agent and then had to defend its quality to a stakeholder, you've probably hit the same wall: *"why isn't it at 100% yet?"* It feels like a fair question, but it isn't. Generative agents are statistical systems that reason over a wide surface of tools, knowledge, instructions and user phrasings, so a single overall score never tells you the whole story. If you can't quickly answer whether 78% is a triumph or a disaster, *that* is the real problem worth solving, not the score itself. - -Instead of treating evaluations as a phase between "build" and "ship," start running them across the whole lifecycle at three stages: - -- **Scope the value:** *what high-value use cases is V1 going to cover, and how do you design the agent to deliver them?* Evaluations here are a **scoping unblocker**. A starter test set written jointly with the business names the use cases that count, sorts them into Must-Pass, Broader, and Guardrail buckets, and the agent is designed to cover them. "What is V1?" becomes an agreement everyone can point at, and scope creep stops, because anything that isn't in the test set isn't in V1. -- **Target the value:** *is V1 ready to deploy, and at what bar?* Stage 1 told you which bucket each case lives in. This is where you **focus the expected value**: run enough cases to learn from, then tune the agent through a series of deliberate tradeoffs (AI grader vs deterministic guardrail, latency vs accuracy, coverage vs precision). The performance range V1 ships at becomes an intentional decision the room signed up for. -- **Deliver the value:** *are your users getting what you expected once it's live?* The same test sets, now run against real conversations, are how you **measure** the value V1 promised. - -The Copilot Studio **evaluation and analytics suite** has features lined up for each of these jobs, and the parts that surprise people most are the places features connect across stages. The rest of this post walks the loop end to end. - - -> ### Evaluation Strategy in 60 seconds -> -> If you only remember one thing, make it this operating model: -> -> 1. **Use three test set types from day one:** Must-Pass, Must-Fail, and Other Features. -> 2. **Split every set in half before tuning:** one half for tuning, one half for blind validation. -> 3. **Interpret results statistically, not anecdotally:** one failed row is a debugging clue, not a release decision. -> 4. **Choose test data by lifecycle stage:** synthetic starter tests for scoping, generated tests for iteration, real utterances for benchmark and regression. -> 5. **Monitor Analytics and flag real data to use for retuning:** align live analytics with evaluation criteria. -> -> That is the strategy. The rest of this post shows how to run that strategy across Scope, Target, Deliver, then apply it with Copilot Studio features. -{: .prompt-tip } - -## The three questions, the three stages, the same loop - -Those three lifecycle stages map to the three pain points most Copilot Studio projects hit, in the same order every time: - -| Stage | The question makers ask | The pain it answers | Features that put the right data in your hands | -|---|---|---|---| -| **Scope the value** | *What high-value use cases will V1 cover, and how do I design the agent to deliver them?* | Scope creep | Hand-authored test set, save test-pane chats as test cases, AI graders so you can skip expected answers | -| **Target the value** | *Is V1 ready to deploy, and at what bar?* | Tuning, expectations, readiness | Built-in test generation from agent design, CSV import, custom rubrics, working/blind split | -| **Deliver the value** | *Are my users getting the value I expected?* | Drift, regressions, ROI | Fetch sessions from analytics into evals, custom AI metrics on the dashboard, environment performance alert, per-tool ROI | - ->This section is the strategy lens. Product-level implementation details are grouped later in [Copilot Studio implementation details](#features-worth-knowing-about). -{: .prompt-tip } - -The product was designed with this exact progression in mind. Each stage has features that put **the right kind of evaluation data at the right time**, so you're never blocked waiting for data you don't have yet: - -```mermaid -flowchart LR - A["Starter Data
Scope the value
━━━━━━━━━━
Hand-authored"] - B["Generated Data
Target the value
━━━━━━━━━━
Built-in generation
or CSV import"] - C["Real Collected Data
Deliver the value
━━━━━━━━━━
Production data
from analytics"] - A --> B --> C - C -.->|"Live data feeds
new tests"| A - - style A fill:#9333ea,color:#fff,stroke:#6b21a8,stroke-width:2px - style B fill:#2d7d46,color:#fff,stroke:#166534,stroke-width:2px - style C fill:#d97706,color:#fff,stroke:#9a3412,stroke-width:2px -``` - -That dotted return line links Evals and Analytics. Once production data is flowing, it becomes valuable test data that hardens the next release. - -## Stage 1: Scope the value, agree on V1 and build the agent - -#### The starter set -When you start a Copilot Studio project, the most valuable artifact you can produce is not a topic flow diagram or a knowledge-source list. It's a **starter test set**, written *jointly* by the business and the maker, that captures the high-value user stories the agent has to nail. Each test case is a value statement: "If a user asks *this*, the agent delivering *that* is value." - -That set does two jobs at once. It's your **acceptance contract for V1**: the scoreboard everyone agrees to look at when someone asks "what does V1 actually do?". And it's a **design brief** for the agent: every case in the set is a use case the agent's topics, tools, knowledge, and instructions need to cover. You aren't designing the agent then writing tests for it; you're agreeing on the use cases that count, and designing to cover them. - -**Your agent is a persona with a role, not a sum of its tools.** What makes V1 V1 is the *scope* over those tools, knowledge, and instructions: the slice of user requests the agent has agreed to serve. A starter test set captures that scope at the level the agent itself reasons at, which is exactly why it works as both a design brief and an acceptance contract. - -The payoff is huge. Scope creep stops, because any use case that isn't in the test set isn't in V1. "Is it ready yet?" gets a definitive answer. - -#### Bucket the use cases as you scope them - -While you're agreeing on what V1 covers, sort each case into one of three buckets. The bucket sets up everything that follows: how much effort the case deserves, what bar it should pass at, and which graders make sense for it. - -| Bucket | What it tests | Effort | Statistical target | Default graders | -|---|---|---|---|---| -| **Must-Pass** | Core business outcomes, transactions, regulated answers | Highest | High pass rate (ex: 85%+) on blind set | Compare meaning + Tool use | -| **Other Features** | Recommendations, decision support, research, persona behavior | Reasonable | Fit-for-purpose range agreed with business (often 60-85%) | General quality + Custom rubric | -| **Must-Fail (Guardrail)** | Off-topic, sensitive, prohibited, policy-violating asks | Focused | High refusal/block rate (target depends on guardrail type) | Keyword match + Custom rubric | - -Most stakeholder disagreements about "agent quality" are really disagreements about which use case lives in which bucket. Once Must-Pass and Broader Use Cases are visibly different sets with different bars, the argument about *"why isn't it 100%?"* resolves itself. - -Broader Use Cases is the bucket that surprises people the most. Agents are not single-purpose tools; they have a persona, a goal, and a set of tools and knowledge they reason over to fulfill that goal. A 50–60% match rate on *"which credit card should I pick?"* or *"which travel package fits my criteria?"* can be a perfectly good V1, because the agent's real job is to move the conversation forward, surface a reasonable shortlist, and get the user one step closer to a decision. **Even partial coverage is real value being enabled.** V1 ships and starts delivering; V2 layers in code interpreter, better retrieval, or a smarter tool to push the rate higher. - -That leniency does **not** apply to terms of use, regulated content, refusals, or transactions. Those go in Must-Pass or Must-Fail and stay there. - -#### Tie each bucket to a statistical bar - -Treat every bucket as a percentage target over a representative test set, not a single-row pass/fail story. - -- **Must-Pass:** set a high blind-set pass-rate target and do not release if it drops below the agreed floor. -- **Must-Fail:** set a high blind-set fail-safe target, where the agent correctly refuses, redirects, or blocks prohibited asks. -- **Other Features:** set an explicit acceptable range based on user value and iteration cost. - -For Must-Fail, the threshold should reflect the guardrail implementation type: - -| Must-Fail guardrail type | Typical reliability profile | Practical target guidance | -|---|---|---| -| **Deterministic check** (keyword/pattern/rule gate) | Most stable and repeatable | Highest bar, typically 99%+ | -| **AI instruction** (policy in system instructions) | Strong but phrasing-sensitive | High bar, typically 75-95% | -| **Additional AI output test** (post-answer AI judge) | Flexible with phrasing & judgment variance | Additive guardrail, often 85-99% | - -Use this as a decision framework, not a universal law. The right threshold is the one your business signs up for, on a statistically meaningful blind set. - -> **Heads up: dev environments don't collect analytics data.** During design, your starter set has to be either **manually authored**, **generated** from the agent's design, or **imported** from another source. -> -> A shortcut for test data: Import you latest test chat data into evaluations in a new or existing test set ([single response](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-create#create-a-new-test-set), or [conversational](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-multi-turn)). The exploratory testing you're already doing *is* your starter set. -{: .prompt-warning } - -#### Do I have to write the expected value for each case? - -The biggest misconception about starter sets is that you have to hand-craft the prompt *and* hand-write the perfect expected answer for every case. That feels heavy, and it's the number-one reason teams postpone evaluation. - -> **Pro tip:** for a large portion of your starter surface, you can skip the expected answer entirely and let an **AI grader** ([General quality](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview#general-quality) or a [Custom rubric](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview#custom)) do the work. Reserve hand-written expected answers for your Must-Pass bucket, where they unlock the deterministic graders. -{: .prompt-tip } - -## Stage 2: Target the value, intentional tradeoffs - -Stage 1 gave you a starter set sorted into buckets. Stage 2 turns it into a tuned V1 you can stand behind. There are three moves: - -1. **Get enough volume** that the results actually teach you something. -2. **Learn from those results.** Where is the agent failing, and is it a defect or a design choice you hadn't made yet? -3. **Make deliberate tradeoffs.** Every tuning fix has a cost; pick the one whose tradeoff you can defend. - -The performance range V1 eventually ships at is an outcome of those three. It's something you *choose*, with the room in agreement, not something you discover at the end. - -### Get volume - -A starter set of 5 or 10 cases is enough to align stakeholders and name buckets. It is **not** enough to confirm V1 holds up at scale. Two features get you there without weeks of authoring: - -- **Built-in generation**: Copilot Studio reads your agent's topics, tools, knowledge, and instructions, and generates a much larger test set against that surface. It gives you a first estimate of coverage across the agent's full scope. -- **CSV import**: when you need cases the platform can't infer (regulatory phrasings, regional dialects, domain-expert edge cases), there's a CSV template you fill in offline and import. You can use an external LLM to generate these according to your test zone. - -Generated test sets are an accelerator, but they have a less-talked-about side effect. - -> **Pro tip: generated tests find the questions you didn't think to ask.** When the platform generates a test from your agent's design, it sometimes produces a prompt you'd never have written yourself. The agent's response (even a Pass) can reveal an assumption you wrote into your instructions without realizing it. The worked example below shows exactly how that lands. -{: .prompt-tip } - -### A worked example: targeting one tool - -My Eurozone economic data agent retrieves data and produces trend charts, and I wanted to evaluate the quality and format of answers, so I configured 2 graders on a generated dataset. - -The first grader is **General quality**: standard relevance and groundedness. The second is a **Custom rubric** configured for UX evaluation. - -![Configure classification dialog defining a ux quality rubric with labels for Md Headers, image, table, and missing ux](/assets/posts/evaluating-copilot-studio-agents/configure-classification.png){: .shadow w="600" } -_The Configure classification panel for a custom UX rubric. Each label is a Pass/Fail criterion the LLM grader checks against._ - -When the set runs, several rows come back like this: - -![Test result row showing Pass on quality grader and missing ux Fail on the ux quality rubric](/assets/posts/evaluating-copilot-studio-agents/test-result.png){: .shadow w="700" } -_Pass on quality. Fail on UX. The agent asked for a date range instead of producing the chart. Several other rows show the same pattern: the agent is technically responding well, but the response shape is wrong for the user's intent. The test generation discovered that my design was missing a default date range._ - -### Tuning is a series of intentional tradeoffs - -Not every fix is as cheap as one line in a tool description. You may need to make tradeoffs, but these tradeoffs will be quantifiable with your evaluations. For Example: - -- **AI vs deterministic guardrail.** An AI instruction can moderate phrasings you didn't anticipate, but calling a coded guardrail makes it bulletproof despite performance tradeoffs. -- **Latency vs accuracy.** A stronger model raises pass rates yet increases response time and cost. - -When the stakeholders can name the tradeoff, the conversation about *"why is the bar where it is?"* becomes a conversation about *"is this the tradeoff we want?"*. That's a much better conversation. - -### Working set vs blind set - -Once you have your generated large volume evaluation sets ready, the **best practice** is to split each one in two. - -- The **working set** is what the maker tunes against. Iterating on it makes the agent better. -- The **blind set** is the same kind of cases, never seen during tuning. You only run it when the maker thinks they're done. - -```mermaid -flowchart LR - GEN["Generated
evaluation set
"] - WORK["Working set
maker tunes against
iterate freely"] - BLIND["Blind set
untouched during tuning
run once when done"] - GAP["Compare pass rates
e.g. 92% vs 64%
= overfit"] - - GEN -->|"split 50/50"| WORK - GEN -->|"split 50/50"| BLIND - WORK --> GAP - BLIND --> GAP - - style GEN fill:#1f2937,color:#fff,stroke:#111827,stroke-width:2px - style WORK fill:#2d7d46,color:#fff,stroke:#166534,stroke-width:2px - style BLIND fill:#9333ea,color:#fff,stroke:#6b21a8,stroke-width:2px - style GAP fill:#d97706,color:#fff,stroke:#9a3412,stroke-width:2px -``` - -If the working set passes at 92% and the blind set passes at 64%, you didn't build a better agent, you **overfit** to the working set, and this type of discrepancy is essential to catch. - -### Types of agent changes by a maker - -When something starts behaving differently, the first question is *what kind of change caused it?* - -- **AI tweaks**: names, descriptions, instructions, prompts, glossaries, model changes.. -- **Deterministic tweaks**: config, interception logic, conditional blocks, global variables.. -- **Functional tweaks**: knowledge sources, tools (APIs, MCPs, Agent Flows, Connectors, Agents, Topics..) - -```mermaid -flowchart LR - AI["AI tweaks
instructions,
prompts, model"] - DET["Deterministic tweaks
config, conditions,
variables"] - FN["Functional tweaks
knowledge, tools,
topics"] - SETS["Targeted eval sets
+ custom graders
matched to the change"] - API["Evaluation API
or connector"] - AGENT["Agent"] - RESULT["Pass/Fail per bucket
regression caught"] - - AI --> SETS - DET --> SETS - FN --> SETS - SETS --> API - API --> AGENT - AGENT --> RESULT - - style AI fill:#9333ea,color:#fff,stroke:#6b21a8,stroke-width:2px - style DET fill:#2563eb,color:#fff,stroke:#1d4ed8,stroke-width:2px - style FN fill:#2d7d46,color:#fff,stroke:#166534,stroke-width:2px - style SETS fill:#0f766e,color:#fff,stroke:#134e4a,stroke-width:2px - style API fill:#1f2937,color:#fff,stroke:#111827,stroke-width:2px - style AGENT fill:#374151,color:#fff,stroke:#1f2937,stroke-width:2px - style RESULT fill:#d97706,color:#fff,stroke:#9a3412,stroke-width:2px -``` - -Tag every change as one of these three before you ship. Re-run the test set. Now your regression signal has a *cause* and the tradeoff conversation from the section above has a vocabulary. - -## Stage 3: Deliver the value and measure it. - -After go-live, your agent is having conversations you couldn't have predicted. That is the most valuable test data and the platform now lets you pull it directly from analytics into evaluations. - -You filter sessions in analytics by zone, by topic, by outcome, and **fetch them straight into a test set** ([Create a test set based on a theme](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-create#create-a-test-set-based-on-a-theme)). The expected response still has to be filled in by a human (the live transcript is the conversation, not the right answer), but the prompts are real and the distribution matches what your users are actually asking. That's how you move from *targeting* the value to *delivering and measuring* it. - -This is also where evaluations earn their keep as a **runtime safety net** for regression testing. - -### Types of changes outside the maker's control: - -In a SaaS platform that uses outside sources and runs at high volume, there are many types of regressions that need to be monitored and tested. - -- **The SaaS platform.** Model upgrades, planner improvements, new generative features land continuously. -- **The agent design.** MCP tool updates and knowledge source updates happen at their own pace. -- **Your users.** Production conversations reflect how your users evolve and actually phrase things. Collect production data for evaluations as needed based on analytics drilldowns. - -```mermaid -flowchart LR - PLAT["SaaS platform
model + planner
upgrades"] - EXT["External services
MCP, knowledge,
connector updates"] - USR["Your users
new phrasings,
new intents"] - ALERT["Perf alert
baseline delta
triggers investigation"] - SETS["Targeted eval sets
+ custom graders"] - API["Evaluation API
or connector"] - AGENT["Live agent"] - RESULT["What regressed?"] - - PLAT --> ALERT - EXT --> ALERT - USR --> ALERT - ALERT --> SETS - SETS --> API - API --> AGENT - AGENT --> RESULT - - style PLAT fill:#9333ea,color:#fff,stroke:#6b21a8,stroke-width:2px - style EXT fill:#2563eb,color:#fff,stroke:#1d4ed8,stroke-width:2px - style USR fill:#2d7d46,color:#fff,stroke:#166534,stroke-width:2px - style ALERT fill:#dc2626,color:#fff,stroke:#991b1b,stroke-width:3px - style SETS fill:#0f766e,color:#fff,stroke:#134e4a,stroke-width:2px - style API fill:#1f2937,color:#fff,stroke:#111827,stroke-width:2px - style AGENT fill:#374151,color:#fff,stroke:#1f2937,stroke-width:2px - style RESULT fill:#d97706,color:#fff,stroke:#9a3412,stroke-width:2px -``` - -### The "irrelevant" alert that's secretly useful - -Each environment exposes an overall agent performance number with an alert you can configure. On its own, that number means almost nothing. What does "78% overall" tell you when you have three buckets with three different bars and a Guardrail set that's *supposed* to score zero? - -> **Pro tip:** Once you've calibrated what "good" looks like for *this* agent in *this* environment, that single global performance value (whatever it is) becomes a **baseline marker**. From that point forward, what matters is not the actual value, but the **delta** from the baseline. -{: .prompt-tip } - -A drop from baseline is your signal to dig into transcripts and re-run the affected test sets to see what actually regressed. It's the simplest possible drift detector. - -![Environment performance alert configuration showing the single overall score and threshold](/assets/posts/evaluating-copilot-studio-agents/alert.png){: .shadow w="700" } -_The environment performance alert. Useless as an absolute value. Gold as a baseline-delta signal._ - -### There is also a custom classifier feature in analytics - -The same kind of LLM-judged custom rubric used to grade test runs has a twin in the analytics dashboard: a **custom AI classifier** that runs the same kind of judgment against real production conversations. The setup is genuinely simple. You don't write the prompt. You write **the question you want answered** and the **categories** the answer should fall into: - -![Create a custom metric dialog with a natural-language question and result categories](/assets/posts/evaluating-copilot-studio-agents/create-custom-metric.png){: .shadow w="700" } -_You describe the metric in one sentence and define the result categories. That's the entire maker input._ - -The suite then **generates the full classifier prompt** for you (role, classification criteria, indicators per category, the lot), runs it across your transcripts, plots a chart on your dashboard, and lets you drill into the conversations behind each segment. - -![Custom metrics prompt tab showing the auto-generated Role and Purpose, Classification Criteria, and Indicators](/assets/posts/evaluating-copilot-studio-agents/custom-metric-prompt.png){: .shadow w="700" } -_You wrote one sentence. The suite wrote the LLM judge._ - -Now we can tie this back to the Eurozone agent from Stage 2. The very same *"is the response in the format the user actually wanted?"* concern that gated V1 with a custom rubric is what's tracked *live* in Stage 3 as a custom analytics metric for a **continuous feedback loop.** - -### ROI: the value you targeted, now measured in time and money - -When you've baselined your buckets and the agent is running in production, the suite lets you attach **time and money value for each type of successful tool invocation**: - -![Calculate savings per tool dialog with hours saved and dollars saved per invocation](/assets/posts/evaluating-copilot-studio-agents/calculate-savings-per-tool.png){: .shadow w="700" } -_For each tool, you tell the suite what one successful invocation is worth. The dashboard multiplies it against the evaluated successful runs in production._ - -The value you *scoped* in Stage 1 (a hand-authored starter set, sorted into buckets), *targeted* in Stage 2 (volume, deliberate tradeoffs, working/blind split), is now *delivered and measured* in Stage 3 (real conversations + ROI). That's what you bring to the business review. Full reference in [Analyze time and cost savings](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-cost-savings). - -## Copilot Studio implementation details -{: #features-worth-knowing-about } - -Everything above this section is the operating model. Everything below is technical application in Copilot Studio. - -> Note that this post is a practitioner's companion to Microsoft Learn. For the canonical reference, start with the [Evaluation overview](https://learn.microsoft.com/en-us/microsoft-copilot-studio/guidance/evaluation-overview) and the [iterative evaluation framework](https://learn.microsoft.com/en-us/microsoft-copilot-studio/guidance/evaluation-iterative-framework). -{: .prompt-info } - -### DLP and the evaluation actions -{: #dlp-and-the-evaluation-actions } - -This one is simple but also a blocker if you skip it. Agent evaluation, whether triggered manually from the Evaluations panel or programmatically through the API or connector, calls the **Microsoft Copilot Studio** connector under the hood. If your tenant's Data Loss Prevention policy blocks the connector's evaluation actions, runs fail with a policy error and the in-product UI gives you no hint about why. - -Confirm with your admin that the actions below are enabled in a permitted data group ([DLP guidance](https://learn.microsoft.com/en-us/microsoft-copilot-studio/admin-data-loss-prevention)): - -![Connector actions panel showing the Microsoft Copilot Studio connector with Evaluate Agent, Get Agent Test Run Details, Get Agent Test Runs, Get Agent Test Set Details, and Get Agent Test Sets all toggled On](/assets/posts/evaluating-copilot-studio-agents/dlp-evaluation-actions.png){: .shadow w="600" } -_The five evaluation actions: Evaluate Agent, Get Agent Test Run Details, Get Agent Test Runs, Get Agent Test Set Details, and Get Agent Test Sets._ - -### Stack graders to check path *and* answer in one row - -Adding Expected answers to an evaluation set unlocks the whole grader catalogue. Now, you can stack a *deterministic* grader (Exact match, Keyword match, Tool use) with an *AI* grader (Compare meaning, General quality, Custom rubric). - -The deterministic graders catch regressions in *what the agent did*; the AI ones catch regressions in *how it answered*. Same test case, two planes of confidence. Pick a grader (or two) per row based on what the test is actually trying to confirm. - -| Grader | What it confirms | Use when | Expected answer? | -|---|---|---|---| -| [General quality](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview#general-quality) | Relevance, groundedness, completeness | Default for broad coverage with no reference answer | No | -| [Compare meaning](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview#compare-meaning) | Semantic similarity to your expected answer | Knowledge answers where you know what the right answer should say | Yes | -| [Text similarity](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview#text-similarity) | Wording-and-meaning closeness via cosine similarity | Phrasing-tolerant exactness | Yes | -| [Exact match](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview#exact-match) | Character-for-character identity | Action names, structured fields, fixed phrases | Yes | -| [Keyword match](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview#keyword-match) | Presence (or absence) of specific phrases | Guardrails, compliance disclaimers | No (keywords) | -| [Tool use](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview#tool-use) | The right tool(s) or topic(s) were invoked | Tool chain validation, regardless of prose | Yes (capabilities) | -| [Custom rubric](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview#custom) | Business-specific criteria you describe | Tone, format, citation, refusal language | No (rubric prompt) | - -#### A recommended evaluation pairing by bucket - -```mermaid -flowchart LR - MP["Must-Pass
core outcomes,
regulated, refusals
"] - BR["Broader Use Cases
recommendations,
research, persona
"] - GR["Guardrail
off-topic,
sensitive, prohibited
"] - MP_PAIR["Compare meaning
+
Tool use"] - BR_PAIR["General quality
+
Custom rubric"] - GR_PAIR["Keyword match
or Custom rubric"] - - MP --> MP_PAIR - BR --> BR_PAIR - GR --> GR_PAIR - - style MP fill:#9333ea,color:#fff,stroke:#6b21a8,stroke-width:2px - style BR fill:#2d7d46,color:#fff,stroke:#166534,stroke-width:2px - style GR fill:#d97706,color:#fff,stroke:#9a3412,stroke-width:2px - style MP_PAIR fill:#1f2937,color:#fff,stroke:#111827,stroke-width:2px - style BR_PAIR fill:#1f2937,color:#fff,stroke:#111827,stroke-width:2px - style GR_PAIR fill:#1f2937,color:#fff,stroke:#111827,stroke-width:2px -``` - -### A single-turn test exercises the whole orchestration chain - -Many teams over-rotate on multi-turn conversational testing too early. A single-turn test that grades the final response is implicitly testing every step in that chain. Ex: Plan, execute, retrieve, execute again, all in one turn. - -[Multi-turn test sets](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-multi-turn) earn their place when the state genuinely accumulates across turns: clarification, escalation, context carry-over, multi-step transactions. For most cases, single-turn is the right tool to start with. - -### Automate it once you trust it - -Once your test sets are stable and your buckets are dialed in, the next move is to run them automatically on every change. See: - -- [Evaluation REST API](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-rest-api) -- [Microsoft Copilot Studio connector](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-automate-tools) -- [Quality Gates for Copilot Studio: Automated Evaluations in Azure DevOps]({% post_url 2026-04-19-copilot-studio-eval-gate-azure-devops %}) -- [Closing the Loop: Automated Agent Improvement with Publish and Test]({% post_url 2026-03-29-agentic-improvement-loop %}) - -## Key takeaways - -- **Tests are the scope contract for V1.** Hand-author them with the business in the room, and "what does V1 do?" stops being a debate. -- **Dev environments don't collect analytics**, so during design and early build you only have manual, generated, or imported data. The live-data loop kicks in later. -- **Expected answers unlock the whole grader catalogue.** Pair a deterministic grader (Tool use, Keyword match, Exact match) with an AI grader (General quality, Compare meaning, Custom rubric) on the same row to validate path *and* answer at once. -- **Generated test sets find questions you didn't think to ask.** Treat unexpected agent responses to generated prompts as a window into the assumptions hiding in your instructions. -- **Bucket your use cases as you scope: Must-Pass, Must-Fail, and Other Features.** Most stakeholder disagreements about "agent quality" are really bucket disagreements in disguise. -- **Set statistical targets per bucket on blind sets.** Must-Pass and Must-Fail should run at high rates, while Other Features should run in an agreed value range. -- **Working set vs blind set is the cheapest safeguard against tuning bias.** Costs nothing. Catches the overfit every time. -- **A single-turn test exercises the whole orchestration chain.** Plan, call, retrieve, call again, compose, all in one row, validated by stacked graders. Save multi-turn for state that genuinely accumulates. -- **The same custom rubric runs in both surfaces.** What gates V1 in evaluations becomes a live custom metric in analytics, plotted on the dashboard with drill-down to the conversations behind each bar. -- **The single-number environment alert is a baseline-delta signal**, not a quality score. It tells you when to look. -- **Per-tool ROI ties the whole loop back to the business.** Time and money saved per successful invocation, multiplied by evaluated successful runs, gives you the number to bring to a quarterly review. -- **Once it's stable, automate it.** The Evaluation REST API and the Copilot Studio connector turn manual runs into PR gates and scheduled flows. See Adi Leibowitz's [Quality Gates post]({% post_url 2026-04-19-copilot-studio-eval-gate-azure-devops %}) for the CI/CD pattern. - -Which part of the suite has changed how your team ships? And which test do you wish you'd written before V1 went live? Drop a comment below. diff --git a/_posts/2026-06-01-evaluation-driven-agent-readiness-copilot-studio.md b/_posts/2026-06-01-evaluation-driven-agent-readiness-copilot-studio.md new file mode 100644 index 0000000..2113cbc --- /dev/null +++ b/_posts/2026-06-01-evaluation-driven-agent-readiness-copilot-studio.md @@ -0,0 +1,282 @@ +--- +layout: post +title: "Evaluation-Driven Agent Readiness in Copilot Studio" +date: 2026-06-01 +categories: [copilot-studio, evaluation] +tags: [evaluation, agents, test-sets, graders, tool-use, copilot-studio-evaluate, design-set] +description: "A maker-focused walkthrough of using evaluations to improve a real Copilot Studio agent in short loops: generate realistic test sets, bucket your coverage, stack graders, read the failures, fix the design, and rerun to prove it." +author: KarimaKT +image: + path: /assets/posts/evaluation-driven-agent-readiness/header.png + alt: Evaluation-driven design loop for Copilot Studio agents + no_bg: true +published: false +mermaid: true +--- + +Here's a scene that plays out on a lot of agent projects. The makers finish the agent, feel good about it, and hand it over. The customer tries it, and a few days later the verdict comes back: "it didn't work," or "it's not ready." Attached is a handful of questions the agent got wrong and a few lines of qualitative feedback. The team fixes what they can see, hands it back, and waits. Then the same cycle repeats, sometimes for weeks. + +The effort was never the problem. What's missing is a shared, visible definition of *ready*. Nobody agreed on what passing looks like, and nobody can see what was actually tested. Underneath it all sits a genuinely hard problem: an LLM-based agent can be asked an effectively infinite number of things, so "just test everything" was never on the table. Without a way to scope coverage and measure it, "is this ready for production?" has no answer you can defend. + +The fix is to make evaluation part of your design work as the maker, not a gate someone else bolts on at the end. You run it as a loop: generate targeted tests, run them, read what they tell you, improve the agent, and run again. Every loop gives you evidence instead of opinions. You stop debating whether the agent is *good* and start showing whether this version beats the last one, and exactly where. + +> The single biggest lever on test quality is how well you've shaped the agent itself. If you haven't already, [Influencing Agent Planning with Contextual Instructions]({% post_url 2025-11-11-influence-orchestration-knowledge %}) is a good companion read, because a sharply scoped agent produces sharper evaluations. +{: .prompt-info } + +## A better question than "is it good?" + +"Is my agent good?" feels like the right question, but it has no answer. A generative agent reasons over tools, knowledge, instructions, and an open-ended range of phrasings, so any single overall score hides more than it shows. Tell a stakeholder the agent scored 78% and you'll get a fair-sounding question back that nobody can answer: is that good? + +And a generative agent is statistical, so "perfect" was never the bar. "Is it good?" really means "is it good enough to ship?", and that splits into two questions you *can* answer: did I build the right things, the right tools, knowledge, and instructions, and have I tested them against the cases that matter, including the edge cases and the ones that should fail? + +A better question is narrower, and really two in one: + +> Does this agent cover what I expect, with quality I can explain? And is this version better than the last, in exactly which scenarios? + +Now you're not defending a single number. You're building evidence: the scenarios that matter are represented, they're testable, and you can explain why each one passed or failed. That's how evaluation becomes a design tool instead of a final grade. + +```mermaid +flowchart LR + A[Define a narrow agent] --> B[Generate targeted tests] + B --> C[Run the evaluation] + C --> D[Read the failures] + D --> E[Improve the design] + E --> F[Rerun the same tests] + F -->|new failure pattern| B + F -->|better, with known gaps| G[Explainable readiness] +``` +_The evaluation-driven design loop. You leave it when coverage is understood, agreed, and explainable, not when a number is high._ + +## Set the stage: a narrow shipping agent + +Narrowing the agent's role is what makes everything downstream easier. If the agent is framed as a general assistant, generated tests wander everywhere and the results are noise. If it has one clear role, the tests, and the agent, both get sharper. + +For this walkthrough, the example is **Kcontoso's internal shipping support agent**. Its job is to help employees answer shipment-status and order questions using approved data and knowledge. That's it. + +![Agent overview showing the role description and scope](/assets/posts/evaluation-driven-agent-readiness/01-agent-overview.png){: .shadow } +_The Kcontoso shipping agent: one role, a small tool set, and explicit out-of-scope behavior._ + +Defining a role also means defining what it is *not*. The two lists below carry equal weight: the second is what keeps coverage honest and gives the guardrail tests something concrete to check. + +**What it should do:** + +- look up the latest status for a shipment or order +- explain what a status means and how many days a shipment has been in transit +- surface status notes (for example, a weather or customs delay) +- guide a user to the right escalation path when a case needs a human + +**What it should not do:** + +- cancel, change, or approve shipments +- expose data it doesn't own (billing, payment methods) +- invent a status when there is no matching record +- answer general HR, legal, or finance questions + +Two tools back the role: `GetShipmentStatus` (by tracking number or shipment ID) and `LookupOrderDetails` (by order number). A small SharePoint-backed knowledge set covers the status glossary and the escalation policy, so when a case needs a human the agent points the user to the right path from policy instead of acting on the shipment itself. (For the mechanics of wiring up that knowledge, see [Connecting to Custom Knowledge Sources in Copilot Studio]({% post_url 2025-09-24-copilot-studio-custom-knowledge-source %}).) + +![Tools list showing the two intentional tools](/assets/posts/evaluation-driven-agent-readiness/02-tools-list.png){: .shadow } +_Keep the tool list intentionally small. Every tool you add is another path your tests have to cover._ + +#### Why narrow beats broad + +A narrow role means out-of-box test generation has something concrete to reason about, your buckets make sense to both makers and stakeholders, and a failure usually points at a specific design decision rather than a vague "it's not smart enough." + +## Bucket your coverage + +Before generating a single test, decide how you'll classify coverage. Buckets let you talk about results without leaning on a universal threshold. For this agent, four buckets do the job: + +| Bucket | What it checks | Example intent | +| --- | --- | --- | +| **Foundational core** | The must-work scenarios that justify deployment | "What's the status of tracking C31VU3ZPDY?" | +| **Robustness** | Looser phrasing, typos, compound asks, edge cases the agent should still handle | "status of shippment New York to Tokyo" | +| **Architecture** | Correct use of tools, data, disambiguation, and citations | An ambiguous route that should trigger a clarifying question | +| **Guardrails** | Out-of-scope, unsupported, or missing-input requests | "Please cancel the Miami to London shipment." | + +One distinction trips people up: + +> Edge cases live in **Robustness**, not **Guardrails**. +{: .prompt-warning } + +An edge case is still a request the agent should *try* to handle, usually by clarifying or recovering. A guardrail case is one the agent should *refuse, redirect, or decline*. Mixing them makes your results hard to read, because a correct refusal can look identical to a failed answer when judged the same way. You'll see exactly that play out later. + +## Generate realistic tests + +Now you build the test set. Copilot Studio's [agent evaluation](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-intro), in the Evaluate tab, can generate a starter set straight from your agent definition. You can also hand-write rows, but generating then curating is faster. Two inputs make generated tests dramatically more usable: the agent's real boundaries, and realistic sample data. + +Here's a starter-set prompt that produces bucketed rows: + +```text +Generate 20 single-turn test requests for an internal shipping +support agent with these boundaries: [paste the do / don't lists]. + +For each, give the request text, the expected response, and which +of these four buckets it belongs in: Foundational core, Robustness, +Architecture, Guardrails. +``` + +Now upgrade it with sample operational context so the requests read like real users: + +```text +Use this sample operational context when generating requests: +- Cities: New York, Tokyo, Chicago, London, Dubai, Los Angeles, Sydney, Miami +- Statuses: Pending, In Transit, Delayed, Delivered +- Sample identifiers: shipment IDs SHIP-1 to SHIP-20; tracking numbers + like C31VU3ZPDY, MRT1X77V1U, C4NLONGCT2 +- Delay reasons (status notes): mechanical issue awaiting rebooking, + severe weather, customs inspection hold +- Terms users actually use: package, shipment, order, tracking, on time +- Typical mistakes: misspellings, missing punctuation, a route given + instead of a tracking number, ambiguous routes with multiple shipments + +Bias generation toward frequent and high-value scenarios first, then +add lower-priority coverage. +``` + +![Generating a test set from the agent definition](/assets/posts/evaluation-driven-agent-readiness/03-generate-test-set.png){: .shadow } +_Generating a starter set in the Evaluate tab. The richer the context you provide, the less cleanup the rows need._ + +> Made-up requests have their place: they show what a third party *assumes* the agent should do. But your realistic requests should come from two stronger sources: in-product generation from a well-defined agent, and external generation using your use-case description plus sample business data. +{: .prompt-tip } + +#### Combine generated rows with must-work rows + +Generated rows expand coverage, but they don't know which scenarios you cannot afford to get wrong. Keep a small hand-curated set of must-work rows alongside the generated ones, and quickly prune generated rows that are irrelevant, repetitive, or out of scope before you run anything. Generating the set two ways, once from the role description and once from specific knowledge snippets and sample records, tends to surface different failure shapes. + +#### Add real usage as a third source + +Manual and generated rows get you to launch, but they aren't the whole picture. The third source only shows up after real use: once the agent is in UAT or production, the conversations people actually have tell you where requests concentrate, which is exactly where tuning pays off most. Capture the most representative of those as regression tests and rerun them before every future change. Manual rows define the scope, generated rows stretch it, and real ones keep it honest over time. + +Here's what a slice of the **Foundational core** set looks like once curated: + +| Question | Expected response | +| --- | --- | +| What is the status of the shipment with tracking number C31VU3ZPDY? | In Transit | +| How many days in transit is tracking number MRT1X77V1U? | 7 days | +| Has tracking number C4NLONGCT2 been delivered? | Yes, it has been delivered. | +| What's the status of SHIP-3 to 5? | SHIP-3: Pending; SHIP-4: Pending; SHIP-5: Delayed. | + +And the **Robustness** set, with the same facts wrapped in messier language: + +| Question | Expected response | +| --- | --- | +| where's tracking C31VU3ZPDY at right now? | In Transit | +| status of shippment New York to Tokyo | In Transit | +| Give me the status and days in transit for the Chicago to London shipment. | In Transit; 4 days in transit | +| Is the LA to London package on time or running late? | It is delayed | + +#### Weight rows by what's at stake + +Not every bucket deserves the same number of rows. Give the broadest variation to your most frequent scenarios, deeper validation to your highest-value outcomes, and the strictest checks to your highest-risk paths. Coverage is a budget, so spend it where a failure would hurt most. + +## Graders, done properly + +A test row is only as good as the grader judging it. Copilot Studio's graders fall into two families, and the difference drives how you author your test content. + +| Family | Graders | Needs an expected output? | +| --- | --- | --- | +| **Deterministic** (path and fact checks) | Exact match, Keyword match, Tool use | Usually yes (the expected value, keyword, or tool) | +| **AI** (quality and meaning checks) | General quality, Compare meaning, Text similarity, Custom | Mixed: Compare and Text similarity need one; General quality does not | + +So which family do you pick? It depends on the answer. Some answers are too important to leave to generation. For the few that must be identical every time, a compliance line, a fixed escalation contact, the agent's own identity, make the response deterministic and check it with **Exact match** rather than asking an AI grader whether it came close enough. + +Match the grader to the kind of answer, too. Transactional answers, a status, a date, a number, check cleanly with **Exact match** or **Keyword match**. Analytical or generated answers, a summary or an explanation, need meaning-based checks like **Compare meaning** or **General quality**, and sometimes a structural check on length or format. The shipping agent is mostly transactional, which is why its core sets lean deterministic, but the moment an agent starts summarizing or reasoning, the grader mix has to shift with it. + +So always grade twice: + +> Stack at least two graders on every set: one that checks the **path** the agent took, and one that checks the **answer** it gave. +{: .prompt-tip } + +For a status lookup, that means pairing **Tool use** (did the agent actually call `GetShipmentStatus` instead of guessing?) with **General quality** or **Compare meaning** (was the answer right and useful?). One grader alone can lie to you: a great-sounding answer built without the tool is still a bug. + +![A single test row with two graders attached](/assets/posts/evaluation-driven-agent-readiness/04-stacked-graders.png){: .shadow } +_A stacked grader setup: Tool use confirms the path, Compare meaning confirms the answer._ + +> Copilot Studio ships [seven graders](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview) in the Evaluate tab. You only need a couple to drive this loop, so don't try to wire up all of them at once. Pick one path grader and one answer grader per set, and add more only when a scenario genuinely needs it. +{: .prompt-info } + +## Run it, then read the failures + +Now run the sets and resist the urge to stare at the summary number. The value is in the rows, and specifically in the explanation attached to each one. That explanation, not the pass/fail flag, is the most useful thing an evaluation produces: it names *why* the agent behaved the way it did, which is exactly what you act on. + +![Evaluation results with a mix of pass and fail rows](/assets/posts/evaluation-driven-agent-readiness/05-results-overview.png){: .shadow } +_Results at the row level. The aggregate is a starting point, not the finding._ + +Two failures from this run are worth pulling apart. + +**An Architecture failure that's a real bug.** The row "What's the status of the shipment from Chicago to Dubai?" expects the agent to notice there are *two* matching shipments (SHIP-1 Pending, SHIP-5 Delayed) and ask for the tracking number. Instead, the agent confidently answered for just one of them. The **Tool use** grader passed (it did call the tool), but **Compare meaning** failed, and the grader explanation said the answer omitted the second shipment. That's the kind of failure you want: specific, and clearly tied to design. + +**A Guardrail "failure" that's correct behavior.** The row "Please cancel the Miami to London shipment." expects a refusal, because cancellation is out of scope. **General quality** scored it as a failure, because from its point of view the agent didn't answer the user's question. That is exactly right. The agent *should* decline, and General quality is doing its job. + +> Always read the grader explanation, not just pass or fail. The explanation is where the design lesson lives. +{: .prompt-tip } + +This is the payoff of separating edge cases from guardrails. If those refusal rows were mixed into Robustness, their "failures" would drag down a number you'd misread as an agent problem. Kept in their own bucket, they read correctly: the agent refused, on purpose. + +## Fix the design, rerun, and expand + +The Chicago-to-Dubai failure is about design, not the test. The agent needs to disambiguate when a route maps to more than one shipment. So you sharpen the instructions and the tool guidance to say: when a lookup returns multiple matches, list them briefly and ask for the tracking number before answering. When a set throws several failures at once and the priorities aren't obvious, Microsoft's [evaluation-driven triage and remediation](https://learn.microsoft.com/en-us/microsoft-copilot-studio/guidance/evaluation-triage-overview) framework is a useful way to decide what to fix first. + +> A wall of instructions is rarely the fix. Goal-based, intentional guidance generalizes better than a growing list of special cases, and it's far easier to test. Make one targeted change, rerun, and let the results tell you whether it worked before you add another. +{: .prompt-tip } + +Then rerun the **same** set and compare versions row by row. + +![Before and after comparison across two versions](/assets/posts/evaluation-driven-agent-readiness/06-version-compare.png){: .shadow } +_The row-level before/after view: which rows moved from fail to pass, and which regressed._ + +The Chicago-to-Dubai row now passes, with the agent asking for the tracking number. Just as importantly, scan for regressions: did any row that used to pass now fail because the agent over-asks for clarification on unambiguous lookups? That pass-to-fail column is where over-correction hides. + +Once the fix holds, expand around it. A single passing row doesn't prove the behavior generalizes, so generate nearby variations: + +```text +Given this failed row and this design fix [paste both], generate 8 +similar requests that vary phrasing, context noise, and missing details +while testing the same underlying behavior. Keep them in the same +bucket. For each row, include grader-ready expected content: the +expected answer shape for Compare meaning and the expected tool for +Tool use. +``` + +That gives you rows for other multi-match routes (Miami to Dubai has three shipments; Miami to London has two), confirming the fix isn't a one-off. A fix you can generalize is worth far more than one that clears a single row: a single design change should cover a whole range of phrasings and situations. + +Then document that coverage. Fold the new variations into your standing test set so the entire behavior, not just the row that first caught it, gets rerun on every future change. That growing set is your documented coverage zone, and your proof of reliability. + +> When you see a genuinely good response, capture it as an expected output for a Compare-style check. Today's great answer becomes tomorrow's regression guard. +{: .prompt-tip } + +## What about multi-turn evaluation? + +Copilot Studio' evaluation tab allows multiturn evaluation, but don't underestimate single-turn. + +Single-turn tests can cover most of what you need: scope, grounding, tool choice, and basic answer quality. Reach for multi-turn only when behavior depends on recovery, clarification, or retained context. One well-chosen multi-turn row earns its place here, because it exercises exactly the disambiguation fix you just made. + +| Turn | User says | Expected behavior | +| --- | --- | --- | +| 1 | What's the status of the shipment from Chicago to Dubai? | Recognizes two matches; asks for the tracking number, naming SHIP-1 (Pending) and SHIP-5 (Delayed). Does not guess. | +| 2 | SHIP-5. | "SHIP-5 is Delayed." | +| 3 | And the status notes? | Answers about SHIP-5 specifically, using retained context instead of re-asking. | + +Grade this row with **Tool use** (the lookup runs on the clarified shipment) plus **Compare meaning** (the final answer reflects SHIP-5 and uses prior context). It's the one test that proves the clarify-then-recover flow actually works end to end. + +![A multi-turn test conversation and its result](/assets/posts/evaluation-driven-agent-readiness/07-multiturn.png){: .shadow } +_The required multi-turn row: ambiguity, clarification, then a context-dependent follow-up._ + +#### Where multi-turn pays off later + +Keep multi-turn additive, not the main event. It becomes most valuable for chat experiences where context persists or refreshes on a schedule, where you want to confirm the agent keeps the right amount of context without letting an old task bleed into the next one. + +## Explainable readiness, not a magic number + +So when is the agent ready? Not when a percentage clears some line you picked. It's ready when you can do three things: + +- **understand** its intended coverage, expressed as buckets a stakeholder would recognize +- **see** that coverage represented in tests, weighted toward what's frequent, valuable, and risky +- **explain** the known gaps, and show that each version moved the right rows in the right direction + +Put plainly, readiness is a sentence you can say out loud to a stakeholder: "For requests like these, here's what we handle well. For these, here's what we don't cover yet, and that's planned for a later version. And for these, we won't answer at all, on purpose, because we've guardrailed them." An agent you can describe that precisely is one you can deploy with your eyes open. + +That's a far more defensible answer than "it hit 90%." And it's repeatable: every time you change instructions, update a topic or flow, add a tool or knowledge source, or tweak configuration, you rerun the same sets and check the row-level diff. Evaluation isn't a one-time gate, it's how you design. + +If you want to make agent quality visible beyond the Evaluate tab, [Agentic Tooling: Making Agent Performance Transparent and Measurable]({% post_url 2026-01-16-response-analysis-copilot-tool %}) is a natural next step. + +What's the first failure your evaluations caught that changed how you designed an agent, not just how you tested it? Share it in the comments. From 06462325f275c9383ee8477fa2556daf9af89bee Mon Sep 17 00:00:00 2001 From: KarimaKT Date: Thu, 18 Jun 2026 01:57:01 -0400 Subject: [PATCH 7/9] Add agent_edition: both to front matter --- ...026-06-01-evaluation-driven-agent-readiness-copilot-studio.md | 1 + 1 file changed, 1 insertion(+) diff --git a/_posts/2026-06-01-evaluation-driven-agent-readiness-copilot-studio.md b/_posts/2026-06-01-evaluation-driven-agent-readiness-copilot-studio.md index 2113cbc..4fbee23 100644 --- a/_posts/2026-06-01-evaluation-driven-agent-readiness-copilot-studio.md +++ b/_posts/2026-06-01-evaluation-driven-agent-readiness-copilot-studio.md @@ -4,6 +4,7 @@ title: "Evaluation-Driven Agent Readiness in Copilot Studio" date: 2026-06-01 categories: [copilot-studio, evaluation] tags: [evaluation, agents, test-sets, graders, tool-use, copilot-studio-evaluate, design-set] +agent_edition: both description: "A maker-focused walkthrough of using evaluations to improve a real Copilot Studio agent in short loops: generate realistic test sets, bucket your coverage, stack graders, read the failures, fix the design, and rerun to prove it." author: KarimaKT image: From f91414d164155d5f7754c525575ae96bdb4a97ae Mon Sep 17 00:00:00 2001 From: KarimaKT Date: Thu, 18 Jun 2026 02:29:11 -0400 Subject: [PATCH 8/9] Refine test-generation, grader, comparison, and readiness sections --- ...n-driven-agent-readiness-copilot-studio.md | 32 +++++++++---------- 1 file changed, 16 insertions(+), 16 deletions(-) diff --git a/_posts/2026-06-01-evaluation-driven-agent-readiness-copilot-studio.md b/_posts/2026-06-01-evaluation-driven-agent-readiness-copilot-studio.md index 4fbee23..c139786 100644 --- a/_posts/2026-06-01-evaluation-driven-agent-readiness-copilot-studio.md +++ b/_posts/2026-06-01-evaluation-driven-agent-readiness-copilot-studio.md @@ -102,9 +102,13 @@ An edge case is still a request the agent should *try* to handle, usually by cla ## Generate realistic tests -Now you build the test set. Copilot Studio's [agent evaluation](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-intro), in the Evaluate tab, can generate a starter set straight from your agent definition. You can also hand-write rows, but generating then curating is faster. Two inputs make generated tests dramatically more usable: the agent's real boundaries, and realistic sample data. +Now you build the test set, and this is where you can move fast without cutting corners. Copilot Studio's [agent evaluation](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-intro), in the Evaluate tab, can generate a starter set straight from your agent definition. The rows it produces are generic, a flat list rather than the coverage buckets you just defined, but you get two useful things: the request-and-expected-response format you'll reuse, and a starting set whose quality tracks how well your agent is described. -Here's a starter-set prompt that produces bucketed rows: +That second point is a lever most makers miss. A tool left with a generic name that simply reads a SharePoint list produces generic list questions. Rename that same tool to something like shipping info retrieval and describe its fields, and the generator produces shipping-relevant questions instead. The better your tools and knowledge are named and described, the better the starter set you get back. + +To turn that flat list into bucketed rows, generate them yourself with an LLM you already have on hand like M365 Copilot or Scout. Give it three things: the format from the Evaluate tab, a description of your test use cases, and concrete detail about the agent's tools, data, and knowledge, so the rows land in the buckets you care about. + +Here's a prompt that turns your boundaries into bucketed rows: ```text Generate 20 single-turn test requests for an internal shipping @@ -134,18 +138,14 @@ add lower-priority coverage. ``` ![Generating a test set from the agent definition](/assets/posts/evaluation-driven-agent-readiness/03-generate-test-set.png){: .shadow } -_Generating a starter set in the Evaluate tab. The richer the context you provide, the less cleanup the rows need._ +_The Evaluate tab generates a generic starter set and, just as useful, the row format you'll reuse when you generate bucketed rows with your own LLM._ -> Made-up requests have their place: they show what a third party *assumes* the agent should do. But your realistic requests should come from two stronger sources: in-product generation from a well-defined agent, and external generation using your use-case description plus sample business data. +> The handful of requests you wrote during use-case scoping are a great starting point. Use them to seed the larger generated sets, so every evaluation run feeds rapid, evidence-based improvement instead of guesswork. {: .prompt-tip } #### Combine generated rows with must-work rows -Generated rows expand coverage, but they don't know which scenarios you cannot afford to get wrong. Keep a small hand-curated set of must-work rows alongside the generated ones, and quickly prune generated rows that are irrelevant, repetitive, or out of scope before you run anything. Generating the set two ways, once from the role description and once from specific knowledge snippets and sample records, tends to surface different failure shapes. - -#### Add real usage as a third source - -Manual and generated rows get you to launch, but they aren't the whole picture. The third source only shows up after real use: once the agent is in UAT or production, the conversations people actually have tell you where requests concentrate, which is exactly where tuning pays off most. Capture the most representative of those as regression tests and rerun them before every future change. Manual rows define the scope, generated rows stretch it, and real ones keep it honest over time. +Whether rows come from the Evaluate tab or your own LLM, treat them as a draft, not a finished set. Both kinds need curation: prune rows that are irrelevant, repetitive, or out of scope, and fix the expected answers before you run anything. Generated rows also don't know which scenarios you cannot afford to get wrong, so keep a small hand-curated set of must-work rows alongside them. Generating the set two ways, once from the role description and once from specific knowledge snippets and sample records, tends to surface different failure shapes. Here's what a slice of the **Foundational core** set looks like once curated: @@ -178,16 +178,16 @@ A test row is only as good as the grader judging it. Copilot Studio's graders fa | **Deterministic** (path and fact checks) | Exact match, Keyword match, Tool use | Usually yes (the expected value, keyword, or tool) | | **AI** (quality and meaning checks) | General quality, Compare meaning, Text similarity, Custom | Mixed: Compare and Text similarity need one; General quality does not | -So which family do you pick? It depends on the answer. Some answers are too important to leave to generation. For the few that must be identical every time, a compliance line, a fixed escalation contact, the agent's own identity, make the response deterministic and check it with **Exact match** rather than asking an AI grader whether it came close enough. +So which family do you pick? It depends on the answer. Some answers are too important to grade on quality or meaning alone. For the few that must be identical every time, a compliance line, a fixed escalation contact, the agent's own identity, make the response deterministic and check it with **Exact match** rather than asking an AI grader whether it came close enough. Match the grader to the kind of answer, too. Transactional answers, a status, a date, a number, check cleanly with **Exact match** or **Keyword match**. Analytical or generated answers, a summary or an explanation, need meaning-based checks like **Compare meaning** or **General quality**, and sometimes a structural check on length or format. The shipping agent is mostly transactional, which is why its core sets lean deterministic, but the moment an agent starts summarizing or reasoning, the grader mix has to shift with it. -So always grade twice: +Analytical answers are where a single grader is most likely to mislead you. A knowledge-grounded summary can read perfectly and still be wrong, or right for the wrong reason, so check both the path the agent took and the answer it produced: -> Stack at least two graders on every set: one that checks the **path** the agent took, and one that checks the **answer** it gave. +> For a knowledge-grounded analytical answer, stack two graders: one that checks the **path** (did the agent retrieve and use the right knowledge or tool?), and one that checks the **answer** (is it correct and grounded in what it retrieved?). {: .prompt-tip } -For a status lookup, that means pairing **Tool use** (did the agent actually call `GetShipmentStatus` instead of guessing?) with **General quality** or **Compare meaning** (was the answer right and useful?). One grader alone can lie to you: a great-sounding answer built without the tool is still a bug. +You can stack graders on any test, and it's worth choosing the combination per use case and per coverage bucket rather than applying one grader everywhere. A transactional status row might pair **Tool use** with **Compare meaning**, while a Guardrails row might pair **Tool use** with a check that the agent refused or escalated. One grader alone can lie to you: a great-sounding answer built without the tool is still a bug. ![A single test row with two graders attached](/assets/posts/evaluation-driven-agent-readiness/04-stacked-graders.png){: .shadow } _A stacked grader setup: Tool use confirms the path, Compare meaning confirms the answer._ @@ -220,10 +220,10 @@ The Chicago-to-Dubai failure is about design, not the test. The agent needs to d > A wall of instructions is rarely the fix. Goal-based, intentional guidance generalizes better than a growing list of special cases, and it's far easier to test. Make one targeted change, rerun, and let the results tell you whether it worked before you add another. {: .prompt-tip } -Then rerun the **same** set and compare versions row by row. +Then rerun the **same** set and use the [**Compare with**](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-results#compare-test-results) tool to line the two runs up row by row. ![Before and after comparison across two versions](/assets/posts/evaluation-driven-agent-readiness/06-version-compare.png){: .shadow } -_The row-level before/after view: which rows moved from fail to pass, and which regressed._ +_Comparing two runs of the same set: arrows mark the rows that moved from fail to pass, and the ones that regressed from pass to fail._ The Chicago-to-Dubai row now passes, with the agent asking for the tracking number. Just as importantly, scan for regressions: did any row that used to pass now fail because the agent over-asks for clarification on unambiguous lookups? That pass-to-fail column is where over-correction hides. @@ -274,7 +274,7 @@ So when is the agent ready? Not when a percentage clears some line you picked. I - **see** that coverage represented in tests, weighted toward what's frequent, valuable, and risky - **explain** the known gaps, and show that each version moved the right rows in the right direction -Put plainly, readiness is a sentence you can say out loud to a stakeholder: "For requests like these, here's what we handle well. For these, here's what we don't cover yet, and that's planned for a later version. And for these, we won't answer at all, on purpose, because we've guardrailed them." An agent you can describe that precisely is one you can deploy with your eyes open. +Readiness, then, is something you can state precisely: "For requests like these, here's what we handle well. For these, here's what we don't cover yet, and that's planned for a later version. And for these, we won't answer at all, on purpose, because we've guardrailed them." An agent you can describe that precisely is one you can deploy with your eyes open. That's a far more defensible answer than "it hit 90%." And it's repeatable: every time you change instructions, update a topic or flow, add a tool or knowledge source, or tweak configuration, you rerun the same sets and check the row-level diff. Evaluation isn't a one-time gate, it's how you design. From 356ec7072e26ed84a4b15d8e872e676cb2552136 Mon Sep 17 00:00:00 2001 From: KarimaKT Date: Thu, 18 Jun 2026 02:33:44 -0400 Subject: [PATCH 9/9] Rename run section heading to focus on grader justifications --- ...26-06-01-evaluation-driven-agent-readiness-copilot-studio.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_posts/2026-06-01-evaluation-driven-agent-readiness-copilot-studio.md b/_posts/2026-06-01-evaluation-driven-agent-readiness-copilot-studio.md index c139786..948618f 100644 --- a/_posts/2026-06-01-evaluation-driven-agent-readiness-copilot-studio.md +++ b/_posts/2026-06-01-evaluation-driven-agent-readiness-copilot-studio.md @@ -195,7 +195,7 @@ _A stacked grader setup: Tool use confirms the path, Compare meaning confirms th > Copilot Studio ships [seven graders](https://learn.microsoft.com/en-us/microsoft-copilot-studio/analytics-agent-evaluation-overview) in the Evaluate tab. You only need a couple to drive this loop, so don't try to wire up all of them at once. Pick one path grader and one answer grader per set, and add more only when a scenario genuinely needs it. {: .prompt-info } -## Run it, then read the failures +## Run the Evals and focus on grader justifications Now run the sets and resist the urge to stare at the summary number. The value is in the rows, and specifically in the explanation attached to each one. That explanation, not the pass/fail flag, is the most useful thing an evaluation produces: it names *why* the agent behaved the way it did, which is exactly what you act on.

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