AI Governance in India: Where ISO/IEC 42001 Fits

AI engineering is advancing rapidly, but building an AI system is only one part of operating AI responsibly.

Organizations developing machine learning applications, generative AI products, recommendation systems, intelligent automation, or AI-enabled SaaS platforms also need to think about governance around those technologies.

This is where ISO/IEC 42001 becomes relevant.

ISO/IEC 42001 defines requirements for an Artificial Intelligence Management System (AIMS). It takes an organizational view of AI governance, covering areas such as leadership, risk management, operational processes, performance evaluation, and continual improvement.

For engineering and technology teams, this creates an important distinction. ISO 42001 is not simply a technical standard for evaluating whether a model produces accurate outputs. It considers the wider organizational environment in which AI is developed and used.

A practical starting point is building visibility into the AI landscape.

An organization may have AI in production applications, internal tools, APIs, analytics platforms, third-party services, or employee-facing generative AI tools. Understanding these different uses can influence the scope and governance requirements of the AIMS.

AI risk management also needs to extend beyond traditional application security. Depending on the system, relevant considerations can include data privacy, bias, fairness, explainability, reliability, cybersecurity, safety, transparency, and legal requirements.

Another important consideration is lifecycle management. AI governance does not stop when a model reaches production. Changes to models, data, vendors, applications, and intended use can introduce new risks that require ongoing attention.

From a certification perspective, organizations must also be able to demonstrate that their management system is operating effectively. Performance evaluation, monitoring, reviews, and continual improvement therefore become important parts of the overall system.

For Indian technology companies, ISO 42001 can provide a recognizable framework for connecting AI engineering practices with broader organizational governance.

For a more detailed look at how AI-driven organizations can approach certification, see ISO 42001 Certification in India: First Steps for AI-Driven Companies. The article covers the major ISO 42001 requirements, certification stages, common organizational challenges, and the business value of an AIMS.