Zentinelle
Content Scanning

Catch It Before It Leaks.

Detect PII, toxicity, and prompt injection before data leaves your perimeter. Block, warn, or log — you decide.

Your AI just sent a customer's SSN to OpenAI

The scenario

It was an accident. An engineer pasted some test data. The AI helpfully included it in the response. Now it is in a third-party’s logs.

This is not hypothetical. It is happening right now in organizations without content controls.

With Zentinelle
PII DetectionToxicityPrompt InjectionSensitive Data

Zentinelle scans every prompt and response. Detects PII before it leaves your perimeter. Catches toxicity before it reaches users. Blocks prompt injection before it compromises your agents.

What gets scanned

Scanning that fits your workflow

Real-Time Scanning

Real-Time Scanning

Every prompt and response passes through Zentinelle’s content scanner. Detection happens in milliseconds with no noticeable latency for users.

Scan on input, output, or both. Configure thresholds. Define what triggers action.

Configurable Enforcement

Configurable Enforcement

Different policies for different contexts. Stricter for production, looser for development.

BlockStop the interaction. User sees an error.
WarnAllow but flag for review. User may not notice.
LogRecord for audit. No user impact.
Incident Response

Incident Response

When violations occur, Zentinelle creates an incident: who, what, when, severity. Route to your existing ticketing system. Trigger Slack alerts. Feed your SIEM.

Data leaks are preventable if you are scanning.