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What Is the AICM Framework for AI Compliance?

What Is the AICM Framework for AI Compliance?

Update: 2025-11-04
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Description

AI is transforming banking, but so are the rules. In this episode, Luigi Ferri explores how the Artificial Intelligence Control Matrix (AICM) helps financial institutions navigate complex compliance frameworks like ISO 42001, NIST AI RMF, and the EU AI Act, while staying secure and cost-efficient. Discover how to simplify AI governance, reduce audit fatigue, and protect your organization from model poisoning and adversarial risks.


In this episode, we answer to:

How can banks use AI while managing overlapping regulations and compliance frameworks?

What new AI threats (like model poisoning and adversarial inputs) are traditional controls missing?

How does the Artificial Intelligence Control Matrix (AICM) simplify compliance and strengthen AI security?


Resources Mentioned in this Episode:

Alphasec website, article "CSA AI Controls Matrix: A Sneak Preview", link https://alphasec.io/csa-ai-controls-matrix-a-sneak-preview/


Clarendon Partners website, whitepaper "AI Controls in Financial Services", link https://www.clarendonptrs.com/s/05_03_24_AI_Controls_in_Financial_Services_Clarendon_Partners_GRC_Ebook_Compressed.pdf


Bank for International Settlements website, whitepaper "Regulating AI in the financial sector: recent developments and main challenges", link https://www.bis.org/fsi/publ/insights63.htm


Cloud Security Alliance website, whitepaper "AICM mapping to NIST 600-1", link https://cloudsecurityalliance.org/artifacts/aicm-mapping-to-nist-600-1


Connect with me on:

LinkedIn: https://www.linkedin.com/in/theitsmpractice/

Website: http://www.theitsmpractice.com

And if you want more tips and guidance, follow me on LinkedIn. I am sharing daily posts regarding Enterprise Service Management, IT Service Management, and IT Security.


Credits:

Sound engineering by Alan Southgate - http://alsouthgate.co.uk/


Graphics by Yulia Kolodyazhnaya

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What Is the AICM Framework for AI Compliance?

What Is the AICM Framework for AI Compliance?

Luigi Ferri