About GeraWitness

Trust and safety layer for AI agents — anomaly review, signed audit.

What is GeraWitness?

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 Skill invocation can be Witnessed.

Who it's for

  • 1Operators running agents at scale who need real safety controls, not promises.
  • 2Compliance teams needing a verifiable audit trail of agent actions.
  • 3Marketplaces ensuring sellers and skills behave as advertised.
  • 4End users wanting a safety net when delegating to AI.

How it works

  1. 1. Enable Witness

    Flip on Witness for an agent, a Skill, or a Nexus service. No code changes.

  2. 2. We watch silently

    Routine actions go through unchanged. Anomalies — out-of-pattern spending, off-script outputs, suspicious agents — trigger review.

  3. 3. Review and decide

    Routine reviews are automated; sensitive ones go to humans. Outcomes are signed and visible to all parties.

Why GeraWitness

  • Anomaly-aware — patterns are learned per user, per agent, per service.
  • Human-in-the-loop — escalations route to a reviewer with full context, not a black-box automation.
  • Signed audit — every reviewed event is signed and verifiable.
  • Privacy-respecting — only metadata is reviewed by default; payloads only on consent or court order.
  • Built into Nexus — no separate integration; turn on Witness with a flag.

Trust signals

  • Built on encrypted infrastructure with EU-region storage by default.
  • Backed by Gera Witness — anomalies trigger automatic review.
  • GDPR compliant; full export and deletion rights.
  • Sign in with your unified Gera account.

Part of Gera Systems

GeraWitness is part of Gera Systems, a global AI-first technology company building 36 products across healthcare, home services, marketplaces, fintech, AI infrastructure, and more.

Read the Trust SpecHow it worksFAQ