Masterclass: 14 Apr 2026

How to build AI agents for risk & compliance - Horizon Scanning

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This third session in our AI in Compliance masterclass series focuses on how risk and compliance teams can build AI agents that execute repeatable workflows safely and with the right controls in place.

When we ran a poll asking 200 workshop attendees what compliance use case they wanted to see covered next, horizon scanning came out on top. So that's what we decided to build in this session.

Build your own AI agent for Horizon Scanning

Horizon scanning sounds simple, but in practice, it’s messy, manual, and hard to scale. You’re pulling information from multiple sources, judging its relevance, filtering out noise, and then trying to map changes to the impacted business areas, policies and controls.

This session covers practical implementation on:

  • How to design AI-enabled horizon scanning workflows
  • How to build agents that scan and filter for relevant alerts
  • How to embed governance and human oversight into the process

Guest speaker: Justine Wootton, UK Compliance Director at Capital on Tap.

Justine Wootton recently joined Capital on Tap as UK Compliance Director, following 3.5 years at NHBC where she served as Head of Compliance and Conduct Risk. She brings a breadth of legal and compliance experience across both traditional and fintech businesses spanning banking, payments, and insurance.

In this session, she shares her experience building a horizon-scanning agent using Google Gemini, including her approach to designing clear, precise prompts that remain accessible to non-technical users, as well as the benefits and realistic limitations of deploying such agents in compliance workflows.

Who should attend

Compliance leaders, MLROs, risk and assurance professionals, audit teams, policy owners, and anyone responsible for designing, operating, or overseeing AI-enabled compliance processes.

Speakers

Sam Green
Senior Policy and Partnerships Lead, Zango
Ashi Bajwa
Regulatory AI Architect, Zango
Tim Tyler
Vice President, International Compliance Association
Justine Wootton
UK Compliance Director, Capital on Tap

Masterclass resources

Masterclass slides
Slide deck presented during the session.
Masterclass prompts
AI prompts for common compliance workflows.
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✦  Upcoming masterclass

How to build AI agents for risk & compliance

14 Apr 2026, 11:00 AM - 12:00 PM GMT
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