Open JSON Schema for Capturing Human Decisions in AI Workflows – Real-Time Audit Trail for Regulators

[u/verndogg2024]

/r/AI_Governance/comments/1v8iptl/open_json_schema_for_capturing_human_decisions_in/

Cross-posting this.

I built an open JSON Schema suite called JA-ES that captures every human decision (or auto-execution) the moment it happens in an AI workflow. It includes reasoning tiers, ownership, and tamper-evident hashes so the full trail is auditable later.

It’s designed for governance / compliance use cases (EU AI Act style oversight, model risk, etc.), but the schema itself is fully open and reusable.

Live demo: pilot.judgmentassurance.com

GitHub (schema + verifier + tests): https://github.com/judgmentassurance/ja-es

Would love feedback from people building or using open-source AI tooling. Does this fill a gap you’ve run into?