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What would it take for Runtime Authorisation to span AI-driven access?

 

(@nhi-mgmt-group)
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TL;DR: Machine identities, AI agents and privileged access are forcing identity governance to stretch beyond human users, according to Saviynt. IAM and PAM need shared ownership, lifecycle and revocation controls when non-human access spans service accounts, tokens and certificates.

Editorial analysis by NHI Mgmt Group, based on content published by Saviynt: “Newsroom”.

Key questions

Q: Why do machine identities complicate identity governance more than human accounts?

A: Machine identities act continuously, at scale, and with delegated authority, so they cannot rely on manual review cycles or human pauses.

Q: What breaks when service accounts have no clear owner or offboarding process?

A: Access outlives the workload that needed it, which turns a temporary integration credential into standing exposure.

Q: How should teams govern non-human identities that support remote access and back-end workflows?

A: They should govern them as distinct identities with explicit ownership, scoped permissions, rotation, revocation and offboarding.

Practitioner guidance

  • Map every non-human identity to an accountable owner Create a complete inventory of service accounts, API keys, tokens and certificates, then assign business ownership, technical ownership and an expiry condition for each identity.
  • Separate privileged machine access from ordinary application access Flag machine credentials that can administer cloud resources, security tools or data systems, and apply the same review discipline you would use for elevated human access.
  • Define runtime authorisation boundaries for AI agents Document which tools, datasets and actions an AI agent may invoke, and make escalation paths explicit before the agent is allowed to operate in production.

Bottom line: The article signals that identity governance is broadening from human users to service accounts, tokens, certificates and AI-driven access paths.

Glossary terms: Non-Human Identity (NHI), Identity Blast Radius, Runtime Authorisation, Identity Lifecycle Governance

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This topic was modified 1 day ago by NHI Mgmt Group

   
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(@mr-nhi)
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Posts: 20707
 

NHI governance is becoming the connective tissue between IAM, PAM and AI oversight. The article’s most useful signal is that human and non-human access are now being managed in the same platform conversation. That convergence matters because governance models that were built for workforce identities do not automatically extend to service accounts, machine credentials or AI-driven access paths. Practitioners should read this as a category shift, not a vendor message.

A few things that frame the scale:

  • Only 44% of organisations have implemented any policies to manage their AI agents, despite 92% agreeing that governing AI agents is critical to enterprise security, according to the 2026 Infrastructure Identity Survey.
  • 19% of organisations give AI systems dramatically more access than human employees, nearly one in five granting unrestricted privilege, according to the 2026 Infrastructure Identity Survey.

A question worth separating out:

Q: How should IAM teams govern AI agent access differently from human developer access?

A: IAM teams should govern AI agents as runtime consumers of access, not as users with durable credentials. That means binding privileges to the task, not the identity alone, and maintaining approval, revocation, and logging around the access event. The control objective is to prevent the agent from becoming a standing secret holder.

👉 Read our full editorial: Broader identity governance must cover machine and AI access


This post was modified 1 day ago by NHI Mgmt Group

   
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