The Risk-Based Approach (RBA) is mandated, but rarely dynamic.
The industry has implemented RBA as a governance framework — not as an operational capability. The threat environment has fundamentally changed, and financial crime risk is now continuous, global, and evolving at speed. Criminal innovation now moves faster than compliance control cycles. The challenge is no longer access to data, rather it’s interpreting risk intelligence fast enough to keep controls aligned.
Regulators are no longer asking whether you have an RBA framework. They’re asking whether you can continuously demonstrate risk alignment.
Enter Agentic AI. This powerful technology can continuously monitor a myriad of sources of rich risk intelligence enabling automated risk alignment, control calibration, typology identification and classification, customer risk profiling, operations prioritization, and more.
Elizabeth Callan – AML, FinCrime, Sanctions SME, SymphonyAI
This is continuous threat monitoring. This is the reengineered risk-based approach. This is SymphonyAI’s “Always-on Compliance.”
Re-engineering the Risk Based Approach with Agentic AI – Elizabeth Callan’s complete whitepaper on the topic
Whitepaper: The New Financial Crime Ecosystem
Going beyond continuous compliance with Always-on Compliance
Modernizing Compliance without Disrupting the Business: The Always-on Compliance approach
The AI-native FinCrime platform designed to help financial institutions move from reactive to proactive risk management.