Ninety days of per-customer ordering: steady weekly cadence, familiar amounts, daytime hours. Fraud is a pattern break — a takeover burst, escalating amounts, or a run of 2 a.m. orders. Same baseline engine, behavioral signal.
one pass through every item in the library
server-side sensor stream: a reading every few seconds, mostly
normal, for 5 minutes — keeps running if you close this tab
Held-out normal customers
Suspect customers
Session
0items scored
0flagged anomalous
0.50verdict threshold
Live IoT feed
Start the live feed to watch
readings arrive from the sound and amperage rigs.
Latest verdict
Score an item to see its signal and verdict.
Monitoring agent
The agent watches the event stream and posts observations here.