概览
Fact0 是什么?
Fact0 is an audit layer and universal fact layer purpose-built for AI agents rather than generic SaaS. It logs every autonomous action, tool call, and human approval in a tamper-evident, cryptographically secured chain using Ed25519 and SHA-256. The platform helps engineering, compliance, and founder teams unblock enterprise deals and pass security reviews in days by proving tool boundaries, data exfiltration protections, and unsupervised loop constraints to enterprise CISOs. It also features an interactive execution timeline for debugging and an AI assistant named Fact0 Spotlight to query audit data in plain English.
Fact0 用于什么?

主要功能
- Tamper-Evident History with SHA-256 chained logs and Ed25519 digital signatures
- Tool Boundary Logging to track execution, input parameters, and output results
- Signed Evidence Packs for procurement-ready CISO compliance sharing
- Execution DAG for interactive timeline visualization, replay, and debugging
- Fact0 Spotlight AI assistant for natural-language questioning over audit logs
- Async, non-blocking batching to preserve agent loop performance
如何使用 Fact0?
Developers can integrate Fact0 into their backend using the Python SDK to start logging agent actions, tool permissions, and human overrides. Once integrated, teams can monitor real-time activity feeds via the dashboard, visualize execution steps via a DAG, generate signed compliance evidence packs, and ask questions about logs in plain English using the built-in Fact0 Spotlight AI assistant.
替代工具
优点 & 缺点
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使用场景
- Fintech loan & payment agents proving approvals, rejections, and overrides for regulators
- Healthcare clinical assistants tracking access to patient data with identity logs
- Autonomous support bots showing exact changes, refunds, or customer escalations
- Legal and HR document workflows maintaining audit trails for deletes and AI summaries
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