Privileged access management is expanding beyond human admins

TL;DR: Privileged access is increasingly a broader identity problem in which service accounts, API keys, cloud workloads, and AI agents now sit alongside human administrators, while just-in-time access and zero standing privilege reduce exposure windows, according to Saviynt. Traditional vault-centric PAM breaks when privileged access is distributed across human and non-human identities.

NHIMG editorial — based on content published by Saviynt: Saviynt Named a Leader in SPARK Matrix™: Privileged Access Management (PAM), Q4 2025

By the numbers:

• 90% of IT leaders say properly managing NHIs is essential for a successful zero-trust implementation.
• 97% of NHIs carry excessive privileges, increasing unauthorised access and broadening the attack surface.
• Only 20% have formal processes for offboarding and revoking API keys, and even fewer have procedures for rotating them.

Questions worth separating out

Q: How should security teams govern privileged access for non-human identities?

A: Security teams should treat privileged non-human identities as first-class governed assets, not as exceptions behind a vault.

Q: Why do service accounts with standing privilege increase risk?

A: Service accounts with standing privilege increase risk because they create persistent paths into production systems, often with broader access than any single human user should have.

Q: What should organisations do when AI agents need privileged access?

A: Organisations should decide whether the AI system is acting as a scripted workflow or as an autonomous identity with runtime discretion.

Practitioner guidance

• Inventory privileged identities by actor type Separate human administrators, service accounts, API keys, workloads, and AI agents into distinct privileged identity classes before you redesign controls.
• Replace standing elevation with task-scoped access Use just-in-time access for privileged tasks that do not require persistent rights, and define revocation as part of the access request rather than as a manual follow-up step.
• Tie privileged access to lifecycle ownership Assign lifecycle owners for every privileged non-human identity so provisioning, rotation, and offboarding happen on the same governance schedule as reviews and recertifications.

What's in the full article

Saviynt's full post covers the operational detail this post intentionally leaves for the source:

• How the QKS SPARK Matrix for PAM evaluates technology excellence and customer impact
• Saviynt's description of its cloud-native PAM, IGA, AAG, and ISPM architecture
• The vendor's specific claims about just-in-time access, zero standing privilege, and AI-driven risk intelligence
• Its positioning on how privileged access requirements are changing across humans, workloads, and AI agents

👉 Read Saviynt's analysis of PAM, NHI, and AI agent governance →

Privileged access management is expanding beyond human admins?

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