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Comprehensive reputation infrastructure for AI agents making decisions on behalf of users.

Track agent actions, collect feedback, and verify outcomes to build trust in autonomous decision-making systems. Immutable audit trails ensure accountability at every step.

Agent Reputation Building

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Action Verification

Cryptographically verify every action an agent takes on behalf of a user. Proof of authorization ensures agents operate within defined boundaries and user consent.

Feedback Collection

Aggregate user and system feedback into a unified reputation score. Weighted feedback mechanisms prevent gaming while surfacing genuine performance signals.

Outcome Tracking

Link agent decisions to real-world outcomes with immutable audit trails. Measure accuracy, fairness, and compliance over time with verifiable metrics.

Trust Scoring

Dynamic trust scores based on verifiable reputation data. Providers and users can evaluate agent reliability before delegation, reducing risk in autonomous workflows.

Business Outcomes

Action verification

Feedback collection

Outcome tracking

Trusted By

OpenAI

Anthropic

Google

Microsoft

Stripe

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