ISO/IEC 42001: How a Company Gets Certified in AI Management, Explained Step by Step

By Carlos Montiel | Enterprise AI Specialist
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Published: 2026-07-28 | By: Carlos Montiel | Reading time: ~4 minutes

When an enterprise customer asks “how do you manage AI risk?”, increasingly the expected answer is a certificate, not a verbal explanation. ISO 42001 is that certificate.

What an AIMS is

ISO/IEC 42001 is the world's first international standard specifying requirements for establishing, implementing, maintaining, and continually improving an Artificial Intelligence Management System (AIMS) within an organization. It doesn't certify that a specific model is “safe” — it certifies that the organization has a systematic, auditable process for managing AI risk over time.

The PDCA cycle applied to AI

The standard follows the classic Plan-Do-Check-Act (PDCA) approach: define the management system's scope, identify applicable controls, and assess risks and ethical implications; implement AI governance policies that ensure responsible practices (fairness, explainability, data transparency); regularly monitor AI system performance to ensure compliance with evolving regulation; and continually improve based on what that monitoring reveals.

The certification process in practice

Getting certified first requires implementing an effective AI management system that meets the standard's requirements: assessing current AI governance practices against ISO 42001's requirements, creating or adapting policies and procedures to meet them, and deploying the management system by training staff, implementing controls, and beginning formal monitoring. Certification is granted by independent certification bodies, accredited by national accreditation entities — the same model ISO 27001 uses for information security.

Why it's becoming AI's equivalent of ISO 27001

Just as ISO 27001 became the de facto standard an enterprise customer expects to see before trusting a provider with their data, ISO 42001 is following that same trajectory for AI — an increasing number of enterprise procurement processes (RFPs, vendor due diligence) include ISO 42001 certification as an evaluation criterion, even in jurisdictions with no AI law requiring it.

How it relates to the NIST AI RMF

They don't compete — they complement each other. The NIST AI RMF gives practical guidance on what to manage and how (particularly useful for companies in the US with no federal AI law), while ISO 42001 formally certifies that management system exists and is auditable. A common strategy is using the AI RMF as internal implementation guidance, and formally certifying against ISO 42001 when you need to demonstrate it to a customer or regulator.

Carlos Montiel
Enterprise AI Solutions Architect
Specialist in LLMs, Agents, and Orchestration
guatemalia.com/en/#contact · info@guatemalia.com

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Carlos Montiel is an enterprise AI solutions architect. He implements LLMs, Agents, RAG, and orchestrators for companies across Guatemala and Latin America. Reach out for a consultation.

Contact Carlos Montiel

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