Audit trail and observability for AI platforms

Every AI workflow action, traced and audit-ready.

One record links who started a process, who approved it, which models and systems it touched and what happened. Search it, monitor it and hand it to an auditor.

Audit trailExample

From your payments system · 10:47 UTC

The AI-assisted refund is issued. The record links it back through every step before it.

Logs show what an AI system did. An audit trail shows who allowed it, and proves it.

People and approvals

Who started each process, who approved it, and which roles gave them the right to.

Models, data and integrations

Every model, dataset, API and connector a workflow touches, tied to the person and approval behind it.

AI and automated steps

Model calls, copilots, agents and scripts. Each automated action links back to the access that allowed it.

Audit-ready records

Timestamped records you can search and export, so you can show who allowed an action and when.

Live observability

Watch AI workflows as they run and spot steps that skipped an approval or reached too far.

Fits any company

Connects to the identity, AI and logging systems you already run, whatever your stack.

Give every AI workflow an audit trail.

Our engineers fit AgentSurf to the identity, AI and logging systems you already run, in any company.

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