How can AI help with financial services compliance?

The FCA does not pre-approve specific AI systems but expects firms to demonstrate appropriate governance, explainability, and risk management. Maintaining detailed documentation of your AI system's design, testing, and monitoring satisfies regulatory expectations.

AI augments rather than replaces compliance professionals. It automates routine tasks and surfaces insights, allowing compliance officers to focus on complex judgement calls, relationship management, and strategic oversight that require human expertise.

Follow established model risk management frameworks. This includes independent model validation, ongoing performance monitoring, documented governance processes, and regular review cycles. Treat AI models with the same rigour as existing quantitative models.

AI supports Consumer Duty by monitoring customer outcomes across products and services, analysing communications for fair treatment, identifying vulnerable customers, and generating evidence for board reporting. It enables the continuous monitoring that Consumer Duty's outcomes-based approach requires.

Yes. AI systems can be configured with regulations from multiple jurisdictions and automatically determine which rules apply based on transaction characteristics, customer location, and product type. This is particularly valuable for firms operating across UK, EU, and international markets.