Tag: Suspicious Activity Reports
Child exploitation: The AML risk hiding in plain sight
The AML and financial crime community rarely confronts the subject of child sexual exploitation head-on, and in the view of Consilient, it is long...
How to future-proof AML compliance in 2026
Anti-money laundering compliance is no longer a background regulatory function; it is a frontline risk control that can determine whether a financial institution thrives...
AML under pressure: coverage, precision and case aging
As alert volumes climb, many AML teams can show they are working hard, but struggle to prove they are working on the right things...
Why regulators embrace agentic AI
SymphonyAI argues that a major shift is underway in financial crime compliance, driven by the rapid adoption of agentic AI.
SymphonyAI, a provider of financial...
How AI can boost AML typology detection
Artificial intelligence is quickly emerging as a priority investment area for financial crime teams, especially in anti-money laundering. Napier AI recently gathered industry practitioners...
Agentic AI reshapes AML investigations
AML analysts enter the profession to help fight financial crime, yet many find themselves overwhelmed by inefficient processes and constant false alerts. This not...
How to run effective AML UAT for AI compliance
Imagine your organisation has identified a promising AI system to manage anti-money laundering (AML) alerts. It promises quicker triage, fewer false positives, and even...
From black box to clarity: AML AI models explained
In the world of anti-money laundering (AML), credibility depends on more than mathematical performance. If models cannot be explained clearly, executives won’t trust them...
Fighting fentanyl flows with federated AML models
Fentanyl is one of the most lethal narcotics in circulation, and the funds that sustain its trade often slip past traditional financial crime controls....
Smarter AML compliance for wealth management
For too long, transaction monitoring (TM) in asset and wealth management has lagged behind the benchmarks set in retail banking. But as the regulatory...










