Frequency by attack class, severity by band
Every gated decision reports its attack class (wrong payee, lookalike, duplicate invoice, over cap, out of scope) and, from client 0.1.19, the order-of-magnitude band of the amount and how far a deny sat above the cap. Never the amount itself: enums by construction, so the corpus gains a loss-distribution shape without ever touching PII. Live and public at api.fidacy.com/v1/pulse.