Playbook
We need real-time fraud detection on transactions, not batch
Fraud losses are rising and the current batch detection misses the window to intervene. The team wants real-time scoring on every transaction with the model retraining as patterns shift, and alerts dispatched within seconds rather than overnight.
Trigger — Fraud loss escalation; batch detection limits exposed.
Good outcome — Fabric Real-Time Analytics streaming pipeline, model scoring inline, alert dispatch under 10 seconds.