PII Detection

Catch sensitive data before it leaks through agent interactions.

Prefactor's PII detection scans every agent interaction — inputs, outputs, tool calls, and inter-agent messages — for personal data in real time. Automatically redact, block, or escalate when sensitive data is detected.

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See It In Action

Visibility and intervention for every agent across every framework. From agent inventory to runtime enforcement, Prefactor helps teams detect risk and act before issues escalate.

Agent Performance Platform
Unified performance platform for agents, authentication, and risk management
All Systems Operational
3Global Agents
7Instances
5Services
12%Human Intervene
4High Risk
$2,360Monthly Spend
Mission ControlLive agent health with 7-day activity heartbeat
Claims Proc...68
$330/moRed
Claims Proc...65
$160/moRed
Claims Proc...82
$170/moAmber
ChatGPT74
$150/moAmber

See how every agent performs — and make it better

Prefactor helps teams observe, evaluate, and improve their AI agents in production — across every framework and provider.

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