Audit Trail

An immutable record of all agent actions and decisions, essential for compliance and accountability.

Why it matters

When an AI agent sends an email or updates a database, you need to know exactly what it did and why. Audit trails make AI operations transparent and compliant with regulations like ISO 27001.

In practice

Every LLM call in our system logs: model used, tokens in/out, cost in USD, cache status, and the agent that triggered it. The Paperclip framework adds governance-level tracking on top.

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