Strict node roles, bounded tools, deterministic branch replay.
plan / call / verify
The governance layer
under every agent.
Built for high trust environments where every model prompt, tool call, confidence score, and human override must be deterministic and fully auditable. Multi agent orchestration you can prove.
Governance as an execution ledger.
Every agent, policy gate, human review, and replay log is tracked as a live operating record. The platform view is linear, inspectable, and built for regulated work.
Confidence gates, reviewer trace, signed handback before action.
approve / reject / reviseMask before inference, vault reversal, consent-aware audit hash.
mask / vault / replayOpenTelemetry spans, Kafka stream, regulator-ready reconstruction.
span / stream / proveRisk settings become visible infrastructure.
Execution density, review rate, and confidence thresholds are tuned as one continuous operating surface, not hidden in a settings modal.
Put the governance layer under one live workflow.
Two to four weeks. Shadow mode on production data. One measurable outcome, with replayable traces from day one.