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Hierarchical Trace Viewer
See every decision your agents make. Full execution traces from top-level goals down to individual tool calls, API requests, and data access. Replay any session to understand exactly what happened and why.
agent: "Sales Qualifier"
trace_id: "ap_tr_9f2k..."
decision: "qualify_lead"
tool: "crm.lookup"
latency: 240ms
tokens: 1,847
compliance: "PASSED"
outcome: "lead_scored_82"
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Compliance Autopilot
Continuous audit trails for SOX, HIPAA, EU AI Act, and NIST AI RMF. Every agent action logged, classified, and ready for auditors. Automatic flagging when agents drift outside policy boundaries.
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Performance Scoring
Score every agent on accuracy, latency, cost efficiency, and goal completion. Spot underperformers before they cost you. Compare agents against baselines and each other.
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Cost Intelligence
Track spend per agent, per task, per department. Identify token waste, optimize model selection, and forecast monthly AI costs with precision. No more surprise bills.
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Anomaly Detection
Instant alerts when agents behave unexpectedly. Hallucination spikes, policy violations, latency degradation, unusual data access. Catch issues in minutes, not days.