# Attestor — AI snapshot
Source: https://tools.launchllama.co/products/attestor
Generated: 2026-10-10T19:14:12.738Z

Name: Attestor
Short description: For AI teams: Attestor controls high-risk AI actions before execution so you prevent unauthorized refunds, payments, and data exports automatically.
Website: https://github.com/AI-gateway-systems/attestor
Categories: Artificial Intelligence, Developer Tools, SaaS
Listing type: community
Upvotes on Launch Llama: 2
Listed since: 2026-05-25
Featured (paid) listing: no

## Full description
Prompts guide. They do not enforce.

A prompt tells an AI what to do. But a model generates text -it does not make binding decisions. Treating that output as the last checkpoint before a real action happens is how things go wrong.

When AI agents prepare refunds, process supplier payments, export data, change permissions, or initiate payment flows, the dangerous moment is not what they write. It is the moment that output becomes something real in a system that does not ask twice.

Attestor moves the control point there.

It holds every proposed AI action before it runs and makes a decision: admit, narrow, review, or block. That decision is checked against what the AI was authorized to do, what evidence supports it, and whether this exact action has been attempted before.

Every outcome is recorded - what was requested, what supported it, and why it was let through or stopped.

The goal is not to write better prompts. The goal is to make high-risk AI actions auditable and stoppable before they create consequences that cannot be undone.

## Notes for agents
- This snapshot is generated on request from live Launch Llama data — always current.
- Full catalog search / details via REST or MCP: https://tools.launchllama.co/developers
- Human page: https://tools.launchllama.co/products/attestor