Classify native individual plans

[asizikov]

Summary

Native AI Credits reports now classify individual Copilot plans from post-preview total_monthly_quota values. This prevents individual Pro+ reports from showing a zero included value and keeps individual plan handling aligned with native summer and September-onward reports.

Changes

• Added policy-aware individual plan definitions for post-preview native reports: Pro 1,500, Pro+ 7,000, and Max 20,000 AI Credits.
• Plumbed the resolved included-credits policy through pipeline aggregation, App presentation, license summaries, license cost calculation, and individual upgrade recommendations.
• Kept organization classification scope-aware, so native 3,900 remains Copilot Enterprise for organization reports and is not treated as individual Pro+.
• Preserved transition-period behavior for legacy PRU reports.
• Added regression coverage for native individual classification, included value allocation, Max handling, unknown quota wording, and transition compatibility.

Commit	Change
feat: classify native individual plans	Adds policy-aware native individual plan classification and end-to-end wiring for included value, summaries, costs, and recommendations.

Testing

• npm test -- src/pipeline/aicIncludedCredits.test.ts src/pipeline/includedCreditsPolicy.test.ts src/utils/individualPlanUpgrade.test.ts src/pipeline/runPipeline.test.ts src/pipeline/aggregators/nativeUsageAggregation.test.ts
• npm test
• npm run lint
• npm run build

Checklist

• Specs lint passes (npm run lint)
• Tests updated if applicable
• Documentation updated if applicable (N/A - no docs change required)

[Copilot]

Pull request overview

This PR extends the included-credits “policy” system to classify native AI Credits individual Copilot plans (Pro 1,500; Pro+ 7,000; Max 20,000) based on total_monthly_quota, and threads the resolved policy through pipeline execution, aggregation, UI presentation, license costing, and upgrade recommendations to keep native and transition-period behavior consistent.

Changes:

• Added individual-plan definitions to IncludedCreditsPolicy and used them for native report plan-tier resolution (including scope-aware handling so org quotas like 3,900 remain Enterprise).
• Plumbed includedCreditsPolicy from pipeline analysis into aggregator construction, license cost display, and individual upgrade recommendation calculations.
• Added/updated tests to cover native individual classification, unknown quota wording, Max handling, and end-to-end pipeline behavior.

Show a summary per file

File	Description
src/pipeline/includedCreditsPolicy.ts	Adds individual plan tiers/plans to policies and defines post-preview native individual quotas (incl. Max).
src/pipeline/includedCreditsPolicy.test.ts	Verifies native policies include correct individual plan identities and included credits.
src/pipeline/aicIncludedCredits.ts	Switches individual plan resolution to be policy-driven; threads policy into label/tier/included-credit helpers; exports allocator-from-context.
src/pipeline/aicIncludedCredits.test.ts	Adds coverage for native individual tiering, scope awareness, unknown quota labeling, and end-to-end allocation/summary behavior.
src/pipeline/runPipeline.ts	Computes included-credits context up-front and passes resolved policy into aggregator factories.
src/pipeline/aggregators/userUsageAggregator.ts	Accepts an explicit included-credits policy for correct quota selection under native periods.
src/utils/individualPlanUpgrade.ts	Makes license costs and upgrade recommendations policy-aware and supports native Max classification.
src/utils/individualPlanUpgrade.test.ts	Adds regression coverage for native plan license costs and upgrade recommendation behavior (incl. Max).
src/App.tsx	Passes resolved policy through pipeline factory, license cost display, and upgrade recommendation calculation.

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• Files reviewed: 9/9 changed files
• Comments generated: 0