Trusted autonomy T&E runtime that links mission needs, hazards, scenarios, telemetry, evidence, verification reports, and hash-chained ledgers so AI/autonomous decisions can be reviewed instead of merely trusted.

Deterministic governance evidence layer for single-agent AI workflows. Make AI-assisted work reviewable before it becomes trusted.

See where you stand. Mirror is a local-first personal sovereignty toolkit that adapts to any user, any situation, any institution. Tell it what happened in your own words — it maps your rights, generates the one question that matters, and gives you the next step. Built on the Burgess Principle. MIT licensed.

Sovereign personal vault for The Burgess Principle. Keep your facts private, send only a cryptographic fingerprint, and receive signed receipts proving whether a human reviewed your specific case. Take them to any tribunal, ombudsman, or court.

AI-assisted PDF/DOCX packet structuring workflow with source citations, semantic retrieval, deterministic validation, and reviewer-facing run sheets.

AI Act compliance bundle — DSAR / bias monitoring / risk register / human-review tracker / consent / disclosure middleware

Public PoC full-report series for Neotro Protocol: observer-layer state-transition reports for Generative AI Safety and AI NPC dialogue using Aegis 2.0 and LIGHT

PDF/OCR catalogue import workflow with structured CSV/JSON/SQLite outputs, validation warnings, source evidence, and human-review packets.

Non-invasive state-transition observer protocol for AIOps, NOC alarm fatigue, and industrial monitoring