How it works
Event-driven, no human in the loop.
A new document lands, Pub/Sub routes it through three stages automatically. Every decision is logged, so every approval, repair, and quarantine is explainable.
Stage 1
Inspector
Extracts claims and sources, then scores provenance, factual support, duplication, freshness, and synthetic-content risk.
Stage 2
Repair
For anything below the bar, drafts a corrected, source-backed replacement instead of just flagging it and walking away.
Stage 3
Verifier
Checks the repaired draft against your approved sources, then autonomously approves, quarantines, or publishes with a full audit log.