human-review

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

Agente abierto para Redmine: propuestas asistidas, validación humana, auditoría y métricas de soporte.

Review-only humanitarian water-resilience proof-of-concept for drought-stressed communities: evidence gates for water quality, treatment, atmospheric-water triage, energy, reserves, maintenance, infrastructure health, MAR screening, receipts, and human review.

IX-MissionProof turns operational records into bounded, reviewable claims & prevents AI output from being mistaken for proof, approval, certification, or permission. It links evidence, decisions, authority, alerts, and lifecycle history under explicit human review.

Generate and check GitHub CODEOWNERS from accountable surface declarations.

Enterprise AI ticket assistant with FastAPI sidecar, Retrieval V2 evaluation, Citation, Human Review and observability.

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

Provider-independent, reusable AI governance toolkit for EU AI Act-oriented documentation, risk triage, evidence, human review and operational controls.

AI coding workflow console with Provider Router, Tool Calls, Trace Evidence and Human Review.

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.

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.

Legal AI product-boundary evaluation and data governance system for model routing, RAG reliability, human review, release gates, and data asset routing.

Java + AI workflow demo for JD intake, resume evidence, match report versioning, human review, provider traceability, and copy permission governance.

Royalty OS v0.2 — Event-Based Trace-to-Value Circulation Architecture

Evidence-backed scientific AI report infrastructure

MCP-style enterprise tool gateway for AI agents with Tool Registry, JSON-RPC, Trace Evidence, Audit Log and Human Review.

Technical alpha. Cited, machine-checkable change detection for US transgender identity-document law and process: watches candidate government sources on a weekly cadence, hashes normalized text, and surfaces the changed passage for a named human to review. The registry holds candidates, not verified official pages.

A governed world-model evidence layer for AI agents: simulate bounded scenarios, track assumptions, score prediction-vs-reality error, and produce human-reviewable execution evidence.

Differential reverification for document workflows: re-ground changed evidence and preserve prior human authority only under the review frozen equivalence policy.

Taste — expert human review for AI agents. MCP server manifest; x402 payments on Base.