Put generative AI on defense

 

Generative AI industrialized the scam. Voice cloning, deepfakes, and scripted coercion now run at machine speed. What took a criminal hours per victim takes minutes. And most bank fraud tools still evaluate one transaction, session, or device at a point in time. They fire too late.

The answer is not another point tool. It is AI on defense.

Acoru runs generative AI across Continuous Account Intelligence. The platform watches every account across digital banking, call centers, and payment systems, detects scam preparation, coercion, and mule activity as it develops, and applies risk-based controls before a transaction is initiated. That is the only moment where reimbursement exposure is zero, the complaint never happens, and the regulatory finding does not exist.

Download the AI Solutions Brief

 

Analysts get answers without waiting on a data team

The AI Assistant answers analysts in plain language: role-based dashboards, an Inspector console that explains why an account was flagged with links to the evidence, and detection rules drafted with simulation and backtesting before they reach production. Every block or hold comes with a regulator-ready report. Investigation time drops from minutes to seconds.

Investigating a fraud alert with Acoru's AI
 
 

Handles fraud response, always with a human in control

The AI Workforce executes multi-step fraud operations at machine speed, inside policy boundaries you define. It clusters related risk so sleeper mule networks surface as networks, applies cooling-off periods and temporary limits, and adapts to new patterns, including deepfake-assisted impersonation. It never moves money on its own; high-impact actions require human confirmation.

AI highlighting sleeper mule account network
 
 

Connect the risk signals across channels that point-in-time tools miss

The Large Account Model reads account behavior, not language. Trained on the full event history of an account across channels, it detects the temporal patterns that precede fraud: micro-transaction testing, behavioral drift, split-channel takeover. Every risk state carries reason codes tied to observable behavior. No black boxes.

PS23/4, PSD3, Nacha's 2026 rules, Brazil's MED 2.0, and more are converging on the same moment: before a transaction is initiated. Every capability on these two pages produces evidence-linked, reviewable outputs, because regulators will ask. And your data stays yours, on-prem or in your private cloud, under least-privilege access and complete audit trails.

Bring one recent scam loss and 15 minutes. We will show you where the preparation signals appeared, and where Acoru would have intervened, before a transaction was initiated.

 

Network of connecting risk signals