FCA Publishes Good Practice and Areas for Improvement Guidance on AI in Financial Services
On 19 October 2026, the Financial Conduct Authority (FCA) published a new webpage setting out good practice and areas for improvement in the use of artificial intelligence in financial services. The publication identifies common themes and developing practices relevant to regulated firms deploying AI. The source is a snippet only, and no further detail on the specific examples, sectors covered, or the regulatory basis for the guidance is available from the corpus.
Why this matters
The FCA publishing AI good-practice guidance signals that the regulator is moving from observation to active expectation-setting on how AI should be used within regulated financial services firms. Even in the absence of formal AI-specific legislation, FCA guidance of this kind carries weight because firms are expected to take it into account when designing and governing their AI systems. This is relevant to any firm subject to FCA oversight that is deploying or considering AI tools in client-facing or decision-making processes.
On the Ground
Regulated financial services firms and their legal advisers will need to review the FCA's examples against their own AI deployment practices and identify any gaps. This activates financial regulatory compliance work, AI governance policy drafting, and skilled persons report coordination where a firm's AI practices come under FCA scrutiny. A trainee on a financial regulation matter touching AI would be assisting with compliance gap analysis memos, drafting regulatory notification documents, and preparing summaries of the FCA's stated expectations for partner review.
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“How should a regulated financial services firm respond to the FCA publishing good-practice guidance on AI, and what are the consequences of failing to align with it?”
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