LLMOps
LLMOps Telemetry Command Center
Reliability · latency · cost · routing · triage.
Turns LLM telemetry into operational decisions around reliability, latency, cost, routing, drift, and triage.
Problem
LLM applications need more than aggregate dashboards; operators need telemetry that explains reliability, cost, drift, routing behavior, and triage pressure.
Approach
- Organizes offline interaction telemetry into operator-facing views for operating posture, risk hotspots, routing scenarios, triage simulation, and review queues.
- Separates validation, quality review, drift inspection, and evidence export so operational issues remain visible and auditable.
- Uses routing and triage views to compare policy behavior before changing thresholds or model-routing rules.
Signals & Results
- Analysis scale: 9,000 offline interactions across 1,595 sessions.
- Operator workflow: telemetry validation → KPIs → hotspots → routing scenarios → triage simulation → review queue → evidence exports.
- Explicit scope boundary: self-contained offline review system using bundled synthetic telemetry; it does not claim live production traffic or provider integration.