How GeraWitness works
Trust and safety layer for AI agents — anomaly review, signed audit.
Quick answers
- What is GeraWitness?
- The trust and safety layer for AI agents in the Gera ecosystem. It detects anomalous agent behaviour, routes review to humans where needed, and produces a signed audit trail you can show to auditors, regulators, or customers.
- What does Witness review?
- Agent actions, Skill calls, persona outputs, and Nexus transactions. By default it reviews metadata (who, what, when, how much). Full payload review is only on user consent or legal request.
- How does it know what is anomalous?
- Per-user, per-agent baselines plus global patterns. New patterns trigger review; established patterns flow through. You see and tune your thresholds.
- Who reviews the flagged events?
- Routine ones are auto-reviewed by trained models. Sensitive or high-impact ones go to human reviewers in our trust operations team. Enterprise customers can plug in their own reviewers.
The journey, step by step
- 1
Enable Witness
Flip on Witness for an agent, a Skill, or a Nexus service. No code changes.
- 2
We watch silently
Routine actions go through unchanged. Anomalies — out-of-pattern spending, off-script outputs, suspicious agents — trigger review.
- 3
Review and decide
Routine reviews are automated; sensitive ones go to humans. Outcomes are signed and visible to all parties.
Ready to start?
GeraWitness is the trust and safety layer for the Gera ecosystem — it watches agent activity, flags anomalies, escalates to humans for review, and produces a signed audit trail. Every Nexus action and