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OBSERVABILITY
When something goes wrong, ‘I don’t know’ isn’t acceptable.

AI made a decision. Data was accessed. A response was generated. Now you need to explain what happened.

Without an audit trail, you’re guessing. With Zentinelle, you have the answer.

Every prompt. Every response. Every policy evaluation. Every data access. Timestamped, attributed, and queryable. Retained as long as your compliance requirements demand.

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What gets logged:
Complete audit trail for AI operations.
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Interactions
Every prompt and response, with user attribution
Policy Decisions
Every allow, block, and warning with reason
Data Access
Every database query, API call, file read
Secrets Access
Every credential request with context
Configuration Changes
Every policy update with author
Content Violations
Every PII detection, toxicity flag, injection attempt
How It Works
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Structured Event Pipeline

Events flow through a structured pipeline: telemetry (high-volume, aggregated), audit (durable, ordered), and alerts (priority, violations).

Different retention policies for different event types. Cold storage for long-term compliance. Hot storage for real-time queries.

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SIEM Integration

Feed events to your existing security stack. Splunk. Datadog. Elastic. Your SOC sees AI events alongside everything else.

Standard formats. Webhook delivery. Real-time streaming.

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Dashboards & Alerts

Real-time dashboards show usage patterns, policy violations, and anomalies.

Alert on thresholds. Catch unusual behavior. Respond before incidents escalate.

Observability isn’t optional. It's mandatory.

Zentinelle gives you the audit infrastructure your compliance team requires — and the visibility your security team demands.

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