Analysis - Scaling Agentic AI in Fraud & AML

Financial institutions are moving beyond isolated AI tools, but scaling AI across fraud and AML introduces a new challenge: orchestration. In this episode of What the F Happened? Fraud & Financial Crime Deconstructed, we explore what it takes to build a secure, coordinated multi-agent AI workforce without creating operational chaos. This episode covers: • From one agent to many: Why specialized AI agents are better suited to the complex fraud and AML lifecycle—and why secure handoffs between them are critical. • The AI control plane: How governance, context management, policy enforcement, observability, and change management can keep multi-agent systems secure, auditable, and reliable. • Scaling with trust: How financial institutions can start small, automate high-friction workflows, and gradually build toward governed AI orchestration while keeping humans in control of consequential decisions.  The goal isn’t to deploy more AI agents. It is to build a digital workforce you can trust. Read the blog (https://www.datavisor.com/blog/from-one-ai...) for more insights on scaling Agentic AI in fraud and AML.