What Prefactor does
Records agent activity, classifies data risk, and stores quality evidence for reviewing agents in production.
Why teams reach for it: Makes the agent version running in each environment explicit and reviewable, including deliberate staging and production divergence.
How Prefactor compares
Fields the vendor doesn't document are left blank here rather than guessed — a blank means nothing verified, not a "no."
- Self Hostable
- Enterprise plan only
Who can connect, and what may they do?
Authorization & identity tools control who — or which AI agent — is allowed to connect, and what they're allowed to do once connected.