---
title: "AML Conversations: The AI Promise vs. Reality – What’s Your Backup Plan?"
description: AI is transforming AML—but is it delivering? Explore gaps, why backups matter, and how banks adopt AI without risking regulatory deadlines.
---

[Resources | AML RightSource ](https://www.amlrightsource.com/resources)

# [AML Conversations: The AI Promise vs. Reality – What’s Your Backup Plan?](https://www.amlrightsource.com/resources/aml-conversations-the-ai-promise-vs.-reality-whats-your-backup-plan)

 Written by [AML RightSource](https://www.amlrightsource.com/resources/author/aml-rightsource) | March 24, 2026

AI is everywhere in financial crime compliance - but is it delivering on its promises?

In this episode of AML Conversations, host **Joe McNamara** sits down with **Mark Sully**, Managing Director of Commercial Affairs (EMEA & APAC), to cut through the hype surrounding AI in AML, transaction monitoring, sanctions screening, and KYC. Drawing on conversations with banks across the globe, Mark shares what compliance leaders are *actually* experiencing as they attempt to roll out AI-driven solutions.

Together, Joe and Mark explore the growing gap between AI’s promised efficiency gains and the operational realities banks face today - from data readiness and regulatory constraints to delayed implementations and rising alert volumes. The conversation emphasizes a critical question many institutions overlook: **what happens when AI doesn’t arrive on time or perform as expected?**

Listeners will gain practical insight into:

- Why AI is not a silver bullet for compliance challenges
- The risks of betting everything on a single technology rollout
- How leading institutions are building contingency plans to stay compliant
- What “successful” AI adoption really looks like for teams and headcount
- Why starting with the use case - not the technology - is essential

Whether you’re mid-implementation, evaluating AI solutions, or planning your next compliance investment, this session offers a grounded, real-world perspective on how to pursue innovation without putting your program at risk.

 

[AML Conversations](https://soundcloud.com/user-45942002) · [The AI Promise vs The Reality - What's Your Backup Plan?](https://soundcloud.com/user-45942002/the-ai-promise-vs-the-reality/s-gBRFXWnLaqF)

[View full post](https://www.amlrightsource.com/resources/aml-conversations-the-ai-promise-vs.-reality-whats-your-backup-plan)

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