Akeyless ships a runtime veto on AI agent actions its own permissions would allow

Intent enforcement sits above the role- and attribute-based rules an identity team already runs ^[2]. The evaluator compares what the agent is doing against the task it was assigned and stops the action before it executes ^[3]. Akeyless's worked example is an agent told to summarize sales data, prevented from deleting a database or moving large volumes of data out, even though its underlying permissions allow both ^[4]. The material does not say how the evaluator establishes that boundary, and it does not say what happens to a legitimate workflow the policy reads as out of scope ^[21].

The reach of that check is set by the brokered access path. Runtime Authority runs on the same brokered path SecretlessAI already uses, where the Akeyless Gateway provisions a short-lived identity directly on the target system, including legacy and on-prem targets ^[6][7]. Actions that never traverse that broker are not evaluated ^[17]. An agent holding its own long-lived token and connecting directly is outside the policy decision point entirely.

"Humans and machines will continue interacting with critical systems, so having a central point of access control and attribution only matters more over time," said Oded Hareven, CEO of Akeyless ^[16].

The scale number attached to the launch belongs to the platform. Akeyless says the same identity platform already secures over 220 billion machine identity interactions for Fortune 500 organizations, now applied to the AI agent as a new identity class ^[11]. No agent-specific volume is disclosed ^[19].

For the case that credentials are no longer the control point, Akeyless offers the July 2026 Hugging Face incident, cited as the demonstration that impact escalates at machine speed when an agent acts unexpectedly or is manipulated ^[9]. The reference runs to one clause. There is no mechanism, no victim scope, and no account of what the agent actually did ^[18]. One vendor invoking one incident tells you what Akeyless is selling against; it does not establish that identity teams have settled on the same reference case.

The operational half of the release is more checkable. The Agentic Access Dashboard gives a live view of active agent sessions with immediate termination, and new investigation capabilities show why a session was blocked ^[12]. Enriched events forward to Splunk, Datadog, and Microsoft Sentinel ^[13]. Every action is logged and traced back to the human, application, or agent that triggered it ^[14].

New integrations cover Claude Enterprise, OpenAI Codex, and Amazon Bedrock AgentCore ^[10]. Akeyless states that an agent with no stored credential has nothing to steal and nothing to leak ^[8]. No pricing is stated, and no independent testing of the intent evaluator is reported ^[22].