Artificial intelligence is transforming financial crime detection, but its greatest potential lies beyond automation. Drawing on more than 20 years of FBI experience, retired Supervisory Special Agent Daniel R. Sigmond explores how AI can preserve the judgment, critical thinking, and investigative instincts of seasoned professionals. Discover why combining advanced technology with human expertise, accountability, and public-private collaboration could redefine financial crime investigations and empower the next generation of investigators.

In the face of rising pressures and shrinking resources, AI offers commercial teams more than just automation—it offers a chance to rethink how work gets done. The real productivity crisis isn’t a lack of effort, but outdated systems that prioritize motion over progress. By strategically integrating AI into workflows—using local models for routine tasks, RAG systems for contextual relevance, and large language models for strategic insight—teams can unlock meaningful capacity, not just more output. But technology alone isn’t the answer. True transformation comes from designing systems with clarity, intention, and a focus on outcomes—where humans and AI collaborate, not compete.