ClaimPilot Harness

Open-source evaluation tool that crash-tests insurance claim AI agents

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ClaimPilot Harness is an open-source evaluation tool that crash-tests insurance claim AI agents before production, running adversarial claim scenarios, enforcing deterministic quality gates, and publishing replayable benchmark reports. It's built for teams building AI agents that handle insurance claims who need proof the agent holds up under messy, adversarial cases rather than casual testing.

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Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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