How to Use This Demo

The ecosystem is gated. Sign in as the owner for full access, or as the in-scope viewer for the operator experience. This app is viewer-visible: an operator can read the board, acknowledge alerts, and request an explanation; tuning the detection threshold is owner-only.

OPERATE shows six KPI tiles with sparklines (cancellation rate uses inverted good/bad colouring — down is good). Below, the alert board lists open anomalies newest-first, tagged spike, drop, or drift, with observed-vs-expected and the z-score. Acknowledge an anomaly to clear it from your view, or click Explain for an AI-assist root-cause narrative.

Owners open CONFIGURE to move a KPI's z-score threshold — lower is more sensitive. Viewers see the same panel locked. The Audit tab records threshold changes and acknowledgements.

Explain is the metered step. Flip the mode switch and open "Behind the scenes" to see the trace (gather · explain), the mode badge, and the cost. Cloud runs `claude-haiku-4-5` cost-capped and fail-closed; OSS is recorded at $0. Detection runs the same in both modes — only the explanation is metered. Instrumentation is inspector-only.