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AI in Financial Crime: Moving from Pilot to Production

Speakers

Elena Sutton

Elena Sutton

Financial Crime Analytics & Technology Senior Manager, Crowe
LinkedIn
Garima Chaudhary

Garima Chaudhary

VP, Financial Crime Compliance & AI, ThetaRay
LinkedIn

The gap between an AI experiment and a fully operationalized deployment is where most compliance initiatives stall.

While institutions know AI is critical for reducing false positives and uncovering complex risks, many struggle to move past the proof-of-concept phase. The true hurdles are rarely just technical—they require navigating strict Model Risk Management (MRM) governance, aligning stakeholders, and proving explainability to regulators.

In this on-demand session, ThetaRay and Crowe provide a strategic roadmap to overcome these barriers and operationalize AI securely.

Watch the recording to uncover:

  • Breaking the Pilot Trap: Why institutions get stuck in the experimentation phase and the framework required to scale.

  • MRM Governance: How to build regulator confidence in AI-generated insights through robust documentation and explainability.

  • Workflow Integration: Seamlessly adding AI to Level 1 workflows without disrupting your investigators or creating operational friction.

Want to Learn More?

Operationalizing AI requires a focus on business problems, not just technology. Unpack the 5 key takeaways for sustainable AI deployment in our joint blog.