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Article
How generative AI is rewriting the rules of compliance
Generative artificial intelligence is transforming compliance by automating complex regulatory workflows, detecting financial crime, and accelerating reporting. But as financial institutions embrace this shift, they must also master explainability, accountability, and bias control. The power of generative AI lies not in replacing human oversight, but in creating compliance systems that are faster, fairer, and fully traceable.
Nov 17, 2025
Mark Norman, Head of Content, Center for Financial Professionals
Tags:
Model risk
The views and opinions expressed in this content are those of the thought leader as an individual and are not attributed to CeFPro or any other organization
Generative AI is driving automation in AML, KYC, and fraud monitoring
Faster compliance comes with new risks around transparency and control
Regulators expect explainability and continuous human oversight of AI models
Poor data quality and bias threaten model credibility and fairness
Vendor transparency and model documentation are essential for assurance
Strong governance enables compliant innovation across financial institutions
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