Independent analysis by NHI Mgmt GroupSource article: SSH Communications Security, “PAM in the Age of AI and Non Human Identities” (May 12, 2026)

TL;DR: Privileged access management is moving beyond administrator accounts toward action-based governance across humans, service accounts, APIs, workloads, and AI-driven systems, according to SSH Communications Security’s coverage of Alejandro Leal’s EMEA Partner Summit remarks. The shift makes visibility, short-lived access, and context-aware authorization the control points that matter most.


At a glance

What this is: NHI Mgmt Group's analysis, drawing on SSH Communications Security's blog post: PAM is moving from account-centric administration toward action-based governance across human and non-human identities, with visibility, short-lived access, and context-aware authorization becoming the real control points.

Why it matters: IAM, PAM, and NHI teams need to reframe privilege around actions because machine-driven and AI-driven access paths can be overprivileged even when no classic admin account is in sight.


Context

Privilege is no longer just a property of an administrator account. In this article, the core governance gap is that traditional PAM assumes privilege can be managed by tracking accounts, while modern environments expose privileged actions through service accounts, APIs, workloads, cloud entitlements, and AI-driven systems.

That matters because these identities do not behave like humans. They authenticate continuously, change context quickly, and often lack clear ownership, so account-based controls miss the real decision point. The result is a widening visibility gap between where privilege is granted and where privilege is actually exercised.


Key questions

Q: What breaks when standing privilege is still allowed in PAM?

A: Standing privilege breaks the core PAM promise because elevated access remains available even when no task is underway. That gives attackers a permanent target, extends dwell time after compromise, and makes lateral movement easier. The control failure is not vaulting itself, but leaving high-risk authority continuously reachable.

Q: Why do service accounts and other non-human identities increase breach impact?

A: Service accounts and other non-human identities increase breach impact because they often carry broad, persistent access and bypass interactive controls like MFA. When those identities are not tightly scoped, rotated, and retired, attackers can reuse them to move quietly across systems, pipelines, and cloud environments. The issue is not the token alone, but the authority attached to it.

Q: What do teams get wrong about just-in-time privileged access?

A: They often treat JIT as a convenience layer rather than a control model. JIT only changes risk materially when policy, identity verification, and automatic revocation are all enforced at the access decision point. If static paths remain the default, the programme still depends on standing privilege.

Q: Should organisations link PAM, identity governance, and secrets management?

A: Yes, because fragmented tooling creates inconsistent decisions about who or what can act. A connected identity fabric gives practitioners a single view of entitlement, ownership, and runtime privilege, which is necessary when humans, machines, and AI systems all exercise access differently.


Technical breakdown

Why privileged actions matter more than privileged accounts

PAM has historically centred on named accounts, vaulted credentials, and elevation paths. That model works when privilege is stable and visible, but it breaks when access is expressed as discrete actions inside cloud platforms, APIs, and automation layers. An action-based model asks what an identity can actually do, not just which account it uses. That shift matters because the same account can execute very different operations depending on context, entitlement scope, and runtime conditions. In modern estates, privilege is often embedded in tokens, role assignments, and service permissions rather than in a single privileged login.

Practical implication: map privileged controls to actions and entitlements, not just named admin accounts.

How non-human identities change the PAM control surface

Service accounts, machine identities, API tokens, workloads, and AI agents are now major sources of privileged activity. They differ from humans in three ways that matter to PAM: they authenticate continuously, they can operate dynamically, and ownership is often unclear. That combination makes discovery and lifecycle governance harder than human access reviews. It also explains why attackers target the least visible identity rather than the most obvious one. When a machine identity is overprivileged, the blast radius is defined by the actions it can perform, not by the label on the account.

Practical implication: inventory non-human identities by effective privilege and owner, then reduce standing access that outlives its business need.

Short-lived credentials and context-aware authorization

The article points to short-lived credentials, just-in-time access, real-time policy enforcement, and granular permissions as the operational response to action-based privilege. These controls matter because they narrow the window in which a privileged action can be abused and force the environment to re-evaluate access in context. Context-aware authorization is especially important where the same identity may need different permissions for different tasks. For AI-driven systems, the point is not broad administrative freedom but tightly defined task authorization under specific conditions.

Practical implication: replace persistent privilege with task-scoped access enforced at request time.


NHI Mgmt Group analysis

Privilege has become an action property, not an account property. That change breaks the old PAM assumption that governance can start and end with privileged users and vaulted credentials. In cloud, API, workload, and AI-driven environments, the real unit of risk is the operation an identity can perform at runtime. Practitioners need to treat action scope as the governance object, not the account label.

Machine identities are now the least visible route to the highest-impact actions. The article captures a familiar pattern in NHI governance: attackers do not need the most protected identity if they can find the least governed one. Service accounts and tokens often sit outside the same scrutiny applied to humans, yet they can drive privileged activity at scale. The implication is that discovery and ownership are not supporting controls, they are the control plane.

Short-lived access becomes the practical boundary for privileged action. Static access models fail when identities authenticate continuously and operate dynamically across environments. That is especially true for AI-driven systems, where privilege must be tied to narrowly defined tasks rather than broad standing access. The governance conclusion is straightforward: PAM is converging with identity lifecycle control because privilege now has to expire with the action.

Identity fabric is the new operating model for privilege governance. The article’s discussion of PAM, IGA, secrets management, and cloud entitlements points to a single governance reality: fragmented tooling cannot produce consistent privilege decisions. A unified identity fabric does not erase specialisation, but it does make privilege visible across human, machine, and AI pathways. Practitioners should expect PAM strategy to be judged by how well it connects those control domains.

Post-quantum planning belongs inside identity governance, not beside it. The article correctly ties cryptographic transition to identity trust models because identities depend on cryptographic assurance to prove who or what is acting. That makes crypto agility an identity issue as much as a cryptography issue. Organisations that separate the two will understate transition risk and overestimate the stability of their access model.

From our research library:

What this signals

Privileged action governance is replacing account governance. Programmes built around admin accounts will miss privilege that now lives in service identities, workload tokens, and AI-driven execution paths. The shift is not cosmetic, it changes where practitioners must observe, authorise, and revoke access.

Identity fabric becomes the operating model for privilege control. When PAM, IGA, secrets management, and cloud entitlements remain fragmented, each tool sees only part of the risk. Teams should expect governance failures at the seams unless the entitlement view spans every identity type that can perform sensitive actions.


For practitioners

  • Reframe privilege around actions Build your PAM inventory from the actions identities can perform, then map those actions to humans, service accounts, workloads, APIs, and AI-driven systems.
  • Inventory non-human privilege Identify service accounts, machine identities, and tokens that hold standing access, then assign owners and review whether each privilege is still required.
  • Use task-scoped access Replace persistent elevation with just-in-time access, short-lived credentials, and real-time policy checks for high-risk actions.
  • Unify identity control planes Connect PAM, identity governance, secrets management, and cloud entitlements so one entitlement view can explain who or what can act.
  • Start crypto-agility planning Catalogue cryptographic dependencies in identity systems and test hybrid approaches before a post-quantum transition creates a forced change window.

Key takeaways

  • The article frames PAM as an action-governance problem, not an account-governance problem, which changes how teams define and measure privilege.
  • Non-human identities and AI-driven systems expand privileged activity beyond administrator accounts, making discovery and ownership as important as access elevation.
  • Short-lived credentials, just-in-time access, and context-aware authorization are the controls that matter when privilege is exercised dynamically across modern environments.

Standards & Framework Alignment

This section maps relevant standards and security frameworks to the operational risks and controls described in this guidance.

OWASP Non-Human Identity Top 10 addresses the attack and risk surface, while CSA Cloud Controls Matrix, NIST CSF 2.0 and NIST SP 800-53 Rev 5 set the governance and control requirements practitioners need to meet.

FrameworkControl / ReferenceRelevance
OWASP Non-Human Identity Top 10NHI-05 — Overprivileged NHIThe article centres on machine and AI identities holding more privilege than they need.
NHI-10 — Human Use of NHIThe post warns against applying human governance models to machine-driven privilege.
Recommendation — Reduce standing access for non-human identities and scope each credential to the minimum action set. Separate human approval flows from machine execution paths and govern each identity type distinctly.
CSA Cloud Controls MatrixIAM — Identity and Access ManagementCloud entitlements and identity fabric architecture are central to the article's control model.
Recommendation — Unify cloud entitlement governance with PAM and IGA so privileged actions are visible across environments.
NIST CSF 2.0PR.AA-05 — Access Permissions, Entitlements and AuthorizationsThe article focuses on who can do what, rather than just who can log in.
Recommendation — Review entitlements by action scope and remove permissions that are broader than the task requires.
NIST SP 800-53 Rev 5AC-6 — Least PrivilegeLeast privilege is the governing principle behind task-scoped privileged access.
Recommendation — Apply least privilege to human, service, and AI identities by constraining actions to required outcomes.

Key terms

  • Privileged Action: A privileged action is a sensitive operation that can change data, configuration, access, or control inside an environment. In modern PAM, the action matters more than the account label because the same identity may be harmless in one context and high risk in another.
  • Identity Fabric: An identity fabric is a connected control model that shares context across governance, privileged access, and access management. It is not a product category. The aim is to make identity decisions coherent across the full lifecycle so ownership, privilege, and enforcement reinforce each other.
  • Just-in-Time Access Request: Just-in-Time Access Request is a pattern that grants access only when it is needed and only for the duration required. It reduces standing privilege by making access temporary, policy driven, and task scoped. This approach is especially useful for contractors, sensitive systems, and short-lived operational work.
  • Context-Aware Authorization: Context-aware authorization evaluates signals such as device posture, time, resource sensitivity, and request type before allowing access. It moves IAM away from static permission checks and toward decisions that reflect current risk, which is essential in cloud-native environments with frequent identity changes.

Deepen your knowledge

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NHIMG Editorial Note
Published by the NHIMG editorial team on June 5, 2026.
Updated on October 8, 2026.
NHI Mgmt Group, the independent authority on Non-Human Identity, IAM, and Agentic AI security. nhimg.org