Secure AI adoption depends on strong identity governance

When an organisation is racing to realise the benefits promised by AI, there’s a key question they’re often forgetting to ask.

Is our identity governance actually ready for this?

AI might feel like the biggest shift in workplace technology in years. But it also means new tools and new automated actors being allowed into the most sensitive parts of your environment.

Identity governance is the precondition for safe AI adoption

AI doesn’t create a new access problem. It exposes weaknesses already there. That’s why strong identity governance is fundamental to secure AI adoption.

We often find estates where access has drifted too far, long before the conversation turns to AI adoption. Issues like outdated permissions, weak ownership, and overexposed shared spaces mean people can often reach beyond what their role really requires.

If those conditions exist for people, then they will for AI as well. And that changes the scale of the risk.

When access is well governed, AI works within boundaries you can explain, review, and defend. When it isn’t, it moves through gaps, shortcuts, exceptions, and legacy entitlements faster and more consistently than any person could.

Non-human identities are where the real exposure builds

The proliferation and scope of AI agents and other non-human identities make it essential that we apply the same scrutiny and controls to them as we do to our people.

The risk is that these identities are often created quickly, given broad access, and left without proper oversight. As more agents, automations, and machine identities are added across the estate, unmanaged access builds fast.

That creates opportunity for attackers. Identities with broad permissions and weak governance offer reach, persistence, and a way to move without detection.

This is fast becoming a key governance and regulatory issue, and something to which customers, auditors, and insurers are paying increasingly close attention. Organisations will need to show how AI access to sensitive systems and data is controlled, reviewed, and evidenced.

Non-human identities simply cannot sit outside your governance model. If an agent can access data, systems, or workflows, it should be governed like every other user.

Moving identity to the centre of AI adoption

If you want to understand the significance of AI’s accelerated adoption, then you need only look at industry responses.

In Entra Suite, for instance, Microsoft has brought governance, access management, and identity security together into a single operational layer across Microsoft 365, Azure, and connected apps.

More explicitly, Microsoft is formalising agent governance through Agent 365 and Microsoft Entra Agent ID, a clear statement that agents are being treated as first-class identities that require the same oversight as users.

New licensing structures like Microsoft 365 E7 further reinforces the message. Identity and security are moving to the centre of the enterprise technology stack because AI-driven work depends on trust, control, and visibility as foundational capabilities. These are deliberate architectural statements about where enterprise AI capability has to be built.

What AI-ready identity governance looks like

To be AI-ready, identity governance needs to be simple and owned. Your most valuable data and systems should have clear owners, and permissions should be easy to review and defend.

Privileged access should be time-limited and controlled. Joiner, mover, leaver changes need to happen quickly, so access stays aligned to real roles. And you need visibility across people, apps, and agents, so you know what has access and where risk is building.

This is ongoing operational discipline, led from the top. AI adoption will keep accelerating, so the question is whether governance keeps pace before the next wave of tools and integrations lands. If AI-first is the ambition, identity-first is the prerequisite.

If you want an objective view of your AI readiness, Kocho can assess your current identity governance posture, highlight where agents and non-human identities are increasing exposure, and help you build a practical plan to tighten controls across Entra and your wider Microsoft estate.

Speak to our team today to find out more.