Sensitive triggers flooded the queue; analysts cleared cases one at a time. Four agents now pre-screen each anomaly in parallel.

Fraud signals buried in unstructured bank data. Generative AI now categorizes each account before models score 500 transactions per second.

Manual spot-checks missed duplicates. AI now audits 100% of spend, catching $20k in errors and reclaiming 160 hours for analysis.

Agents manually checked data across scattered systems. AI now scans unstructured evidence in seconds, boosting fraud detection 6x.

Analysts manually reviewed mountains of data for every alert. Now, AI agents summarize and verify facts, boosting efficiency by ~20%.

Manual checks across systems bottlenecked the financial close. Now, AI automates ledger entries while analysts manage exceptions.