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Identity Strategy

Your IAM Program Was Designed for People. Your Enterprise No Longer Is.

How to extend a mature IAM program to govern service accounts, workloads, applications, automation and AI agents without creating another identity silo.

By Anish Karkare8 min read

Enterprise IAM became very good at answering questions about people.

Who joined?

Who changed roles?

Who is the manager?

What applications should they access?

Who approves?

When should access be removed?

The model works because human identity has an anchor: the person and their organizational lifecycle.

Non-human identity does not consistently have that anchor.

A service account does not resign.

A workload does not have a manager.

An API integration may survive three application owners.

A certificate can expire without understanding the production dependency behind it.

An AI agent may operate on behalf of a person, application or business process—and may invoke other agents and tools.

The answer is not to declare traditional IAM obsolete.

The answer is to extend the identity operating model beyond the workforce.

First: Stop Treating Every Non-Human Identity as the Same Thing

One of the fastest ways to create confusion is to use *machine identity*, *workload identity* and *non-human identity* as if they were interchangeable.

They overlap. They are not necessarily identical.

For an enterprise operating model, NHI can be treated as the broader governance problem encompassing identity used by applications, services, workloads, automation, integrations and increasingly agents.

The exact taxonomy matters less than having one that your organization can consistently govern.

AVIKORE principle: define the identity population before selecting the control.

The Human IAM Assumptions That Break

Assumption 1: There is a reliable lifecycle trigger

Humans have hiring, transfer and termination events.

NHIs are often created because somebody needed an integration to work.

Their retirement event may never be defined.

Assumption 2: There is an obvious owner

For a human, the manager is a useful governance anchor.

For an NHI, the creator may leave while the identity remains.

Assumption 3: Authentication proves enough about context

A valid service credential tells you that the credential worked.

It does not automatically tell you whether the access was expected, whether the workload is trustworthy or whether an agent is acting within delegated authority.

Assumption 4: Periodic certification is sufficient

A quarterly access review may be appropriate for some identities.

Machine-speed infrastructure and agents may require much more continuous context.

Assumption 5: Removal is operationally simple

Disable an employee account after termination and the expected result is clear.

Disable the wrong production NHI and the result may be an outage.

The Better Model: One Identity Program, Multiple Identity Classes

The enterprise should avoid creating an “NHI island.”

Instead, establish one identity strategy with control patterns appropriate to different actors.

Identity classTypical anchorGovernance emphasis
WorkforcePerson / HR lifecycleJoiner-mover-leaver, MFA, entitlement governance
Privileged humanPerson + elevated rolePAM, JIT/JEA, session controls
Workload / applicationApplication or serviceStrong workload identity, least privilege, credential minimization
Service account / automationBusiness or technical processOwnership, dependency, privilege, credential lifecycle
AI agentAgent + delegated contextIdentity, authority, delegation, intent, observability

The point is not the labels.

The point is that the control model should reflect the actor.

Where Your Existing Investments Fit

A mature NHI strategy should make existing technology more coherent, not automatically replace it.

IGA

Useful for governance, approvals, certifications and policy.

Question: which NHI entitlements can meaningfully enter the governance model?

PAM

Critical where privileged accounts, credentials and sessions are involved.

Question: which NHIs should be vaulted, rotated, brokered or replaced with stronger identity patterns?

Secrets Management

Essential for controlling secrets.

Question: can static secrets be eliminated rather than merely stored better?

PKI / Machine Identity Management

Critical for certificates and cryptographic identity.

Question: how is certificate lifecycle connected to application ownership and business dependency?

Cloud IAM

Increasingly provides strong native workload identity mechanisms.

Question: are teams using them consistently?

NHI Platforms

Can provide cross-environment discovery, context, ownership, posture and remediation.

Question: what control gap are you asking the platform to close?

AVIKORE Identity Control Map

For each identity population, map six things:

Actor → Authority → Authentication → Governance → Observation → Lifecycle

This gives architecture teams a common language.

An organization can then ask:

  • Who or what is acting?
  • What authority has been granted?
  • How is the actor authenticated?
  • How is access governed?
  • How is activity observed?
  • What controls creation through retirement?

That framework works across humans, workloads and agents without pretending they are identical.

What This Means for the CISO

Do not launch “NHI” as a disconnected technical project owned by whichever team discovered the issue first.

Establish an identity operating model.

Bring together:

  • IAM / IGA
  • PAM
  • PKI
  • cloud security
  • application security
  • DevOps / platform engineering
  • architecture
  • AI governance
  • risk and compliance

The question is not who gets the NHI program.

The question is who owns the decision rights across the lifecycle.

AVIKORE Executive Takeaway

Your IAM program does not need to be replaced because the enterprise has changed.

It needs to evolve.

The next generation identity program governs people, non-human identities and agentic identities through one coherent strategy—using different controls where their risk and behavior differ.

That direction of travel — from a human operating model toward one that governs software and agents by *authority*, not just access — is the subject of Human → Non-Human → Agentic.

Leadership Discussion Questions

  • Does our identity strategy explicitly include non-human identities?
  • Which NHI populations currently fall between IAM, PAM, cloud, PKI and engineering?
  • Have we defined a common enterprise taxonomy?
  • Which human IAM controls are being incorrectly copied onto NHIs?
  • Who owns the cross-functional NHI operating model?

Research sources

Market and vendor material reviewed as evidence during research — cited for context, not as endorsement.

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