Data & InfrastructurePublished internallyCAS Research · Internal Engineering Demonstration
AI Analytics Platform
Cost and quality telemetry per model, per feature, per request class — the instrumentation we consider mandatory before scaling any AI system.
Findings so far
- Per-class routing (small model first, frontier on escalation) held quality while reducing serving cost substantially.
- Quality drift appeared in grounding metrics weeks before user-visible regressions.
Stack
TelemetryRoutingEvalsDashboards