Across the financial industry, one question keeps coming back: what can AI realistically do in risk and compliance today? Much of the conversation around AI still focuses on technology. Yet the real shift is happening somewhere else. Over the past decade, the financial industry has quietly transformed from a transaction-driven industry into a knowledge-driven one. Work across risk, compliance, finance and regulatory change is increasingly:
- text-heavy
- interpretation-driven
- dependent on scarce expert judgement
- documented extensively for audit and oversight
This is exactly why the current wave of Generative AI feels different. Not because the technology suddenly became intelligent, but because the nature of banking work has become AI-shaped. GenAI excels at processing large volumes of text, interpreting context and supporting drafting, analysis and review. In other words, it aligns with how work in financial institutions is actually performed today.
At the same time, banks face another structural constraint: expertise does not scale easily. Senior risk and compliance experts spend significant time re-reading documents, revalidating interpretations and rewriting similar material across regulatory programmes. AI does not replace that judgement. Instead, it reduces the cost of understanding, allowing experts to supervise more work, align earlier with stakeholders and reduce late-stage rework.
What leading banks and financial institutions are already doing
Across the industry, banks are embedding GenAI into day-to-day workflows rather than running isolated pilots.
Examples include:
- Accelerating regulatory analysis and obligation mapping
- Supporting KYC operations and case handling
- Drafting and reviewing policy documentation
- Improving transaction monitoring workflows
These applications are already showing tangible benefits:
- shorter cycle times for text-heavy processes
- better consistency in regulatory interpretation
- reduced operational bottlenecks
- more efficient use of scarce subject matter expertise
But capturing these benefits requires more than experimentation. AI capabilities need to be embedded in governance structures, risk frameworks and operating models to ensure they are safe, explainable and aligned with regulatory expectations.
Join our AI Inspiration session
To explore these developments in a practical setting, ACE is hosting a short AI inspiration session focused specifically on risk and compliance in financial institutions.
The Art of the Possible: AI in Risk & Compliance
📅 27 March 2026
⏰ 17:00 – 18:00
📍 ACE office – WTC Amsterdam (Tower 1, 19th floor)
Hosted by Mehul and Frank, the session will focus on practical examples and real use cases rather than theory.
Agenda
- AI in banking today – Key developments shaping how financial institutions approach AI.
- Industry use cases – How leading banks are applying GenAI across risk, compliance and regulatory workflows.
- Practical example: RegAI – A walkthrough of how AI can support regulatory change management, including policy rationalisation and control design.
After the session, there will be time to continue the conversation over drinks.
👉 Register via the sign-up form to secure your spot.
Seats are limited to keep the session interactive.