Module 6: AI in Financial Services - How AI Is Transforming Finance

Where is AI genuinely transforming financial services, and where is it the same old technology under a new label?

Financial services has the highest concentration of AI activity of any vertical, and the highest concentration of theatre. The regulators have noticed. This module separates real transformation from compliance-grade pilot work, function by function inside a bank, insurer, or asset manager.

What you'll learn in this module

• How AI is moving credit scoring beyond FICO, where alternative-data models genuinely outperform, and where they smuggle in disparate impact
• Real-time fraud detection at the transaction level: what works, where false-positive economics break down, and how challenger banks compare with incumbents
• Algorithmic trading: where machine learning has displaced human discretion, where it has not, and why the regulators are circling the systemic risk
• AML and KYC: the workflows AI is actually compressing and the controls regulators still require human accountability for
• Robo-advice, personalization, and customer copilots: which deployments are real businesses and which are press releases

The full module includes the regulatory landscape (NYDFS, OCC, ECB, MAS) and how supervisory expectations are shaping which AI use cases survive in financial services.