The regional technology calendar has become an unlikely bellwether for how quickly identity security is being re-engineered. Delinea’s planned showcase of runtime controls at GITEX Global 2026 puts a specific claim in front of buyers: that governing autonomous agents requires intervening in the moment an action is taken, not simply deciding in advance which systems an identity may reach.
Why static authorisation is running out of road
Privileged access management grew up around a fairly stable assumption. A human administrator requested access, a policy engine said yes or no, a session was brokered, and a recording captured what happened. The model worked because a person was present, the session lasted minutes or hours, and the scope of the request was legible to whoever approved it.
Agentic AI breaks each of those assumptions at once. Agents execute long chains of tool calls, often without a human in the loop, at machine speed and at volumes no approval queue was designed to absorb. A standing entitlement granted at nine in the morning can be exercised thousands of times by lunchtime, across APIs and infrastructure the original approver never considered. Traditional vaulting still protects the credential, but says very little about what the holder does with it once the secret is released.
That gap is what vendors now describe as the runtime problem. Controls that live only at the point of authentication create a window in which a compromised or misconfigured agent can operate with borrowed authority, and the resulting blast radius is measured in actions rather than sessions.
What runtime enforcement actually changes
The argument for evaluating policy at execution time rests on a few practical shifts.
Intent becomes part of the control plane. Rather than asking whether an identity may use a database credential, runtime policy asks whether this specific action, against this resource, at this moment, matches the task the identity was dispatched to perform. Privileged access management then extends from credential custody into behavioural authorisation.
Session records become decision records. Recording is still necessary, but the more useful artefact is evidence of what was permitted and why. For auditors asking how an autonomous workload came to delete a production bucket, a decision trail is worth more than a video of a terminal.
Least privilege gets granular enough to survive contact with reality. Permanent entitlements persist because revocation is operationally expensive. When authorisation is evaluated per action, privileges can be genuinely short-lived without breaking the workflow, which is the condition most zero trust programmes quietly fail to meet.
Blast radius is bounded by design. If an agent is manipulated through prompt injection or a poisoned tool response, runtime checks limit how far that manipulation propagates before something blocks it. This matters more for privileged account security than any single detection engine, because the harm arrives through legitimate pathways.
The questions buyers should be asking
Runtime control is an easy word to put on a stand and a difficult capability to evidence. Security leaders evaluating such claims should press on where policy is enforced, whether enforcement survives the agent bypassing the intended interface, how false positives are tuned without switching controls off, and whether decisions are exportable to the SIEM and the audit file in a form that satisfies a regulator.
They should also ask how the same engine governs human privileged sessions, service accounts and machine identities. Organisations that buy runtime authorisation for agents and leave their human administrative estate on standing privileges have solved a fraction of the problem while adding a second control plane to operate and defend.