Receipt query answer

How Do I Audit an AI Agent?

Last updated: 2026-10-06

In short

Define the action and outcome claims you need to review, then collect records from the systems involved. Receipts, traces, evaluations, and external confirmations answer different audit questions.

Plain answers about using Zambo, keeping your work, and checking receipts. A receipt shows what Zambo recorded for one call. It does not prove the answer is right.

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In short

Define the action and outcome claims you need to review, then collect records from the systems involved. Receipts, traces, evaluations, and external confirmations answer different audit questions.

Set an audit scope

For each important action, record what ran, when it ran, the observed result, and the evidence source. Inspect receipts for saved tool calls, traces for sequences, and evaluations for output quality.

What a verifiable receipt does not prove

A receipt is one evidence source, not a complete audit by itself. Protect private data and check external outcomes with their owning systems.

Next step

Check a saved record with the public receipt verifier.

Frequently asked question

How Do I Audit an AI Agent?

Define the action and outcome claims you need to review, then collect records from the systems involved. Receipts, traces, evaluations, and external confirmations answer different audit questions.

For developers and agents

Zambo gives AI work a receipt you can check. For people: add Zambo to your AI app and ask for a job. These technical links are for developers and AI agents. One hosted MCP at https://zambo.dev/mcp. Check the proof for recorded tool calls (verify a receipt). Agents: 24-hour Day Pass, $0.99 USDC on Base via x402, not per call. People: Zambo Pass $29/mo or $290/yr; holder pass $19/mo for verified $ZAMBO holders.

Start here: For AI agents · Add Zambo · Check a receipt · Answers · Guides · What a receipt is · Open receipt format (draft) · All tools · Pricing · Day Pass: $0.99 · Agent Day Pass · Switch AIs without losing your work · Connect your AI · Founder · Source code
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