Fraud prevention in digital banking can no longer begin with the payment itself. Warning signs often appear earlier, during onboarding, login, a device change or an account recovery attempt. The UniCredit NV/SA case shows how connecting AML, device intelligence and transaction monitoring can help a bank detect the sequence before money leaves the account.