How ElevenLabs Automated Access Management To Keep Up With Hyper-Growth
Hamish Deas
Tech Operations @ ElevenLabs
Control every AI agent and enforce policies and access in real time. Join the Beta launch now.
Your teams are connecting AI agents to sensitive company systems and data without any governance or oversight.
Agents get fixed access at setup time. Too broad, never revoked. The same permissions for every task, regardless of what the agent is doing.
When an agent acts, there is no record of who delegated, which policy applied, or what changed. Accountability disappears.
Every tool call evaluated against your policies before it executes. Auto-approve, escalate or deny based on action type, user context and app attributes
No standing agent access. Permissions granted just in time, scoped to the task
Ephemeral. Credentials expire on task completion. Session ends, access ends. Deterministic. No LLM in the enforcement path
Static context limits results. Cakewalk adapts the agent's context boundary to each task
Runtime provisioning for agents. Agent Cake provisions the right tools mid-task, governed by your policies
Fully automated. Policy decides, Agent Cake executes. No human in the provisioning loop
Observability. Full delegation chain: who initiated, which policy applied, who approved, what changed
Traceability. Structured decision traces per evaluation. Every outcome is reproducible and explainable
Auditability. Queryable, exportable, compliance-ready. Built for your next SOC 2 or ISO audit
Control all AI agents and human identities
Enforce your governance through agentic auto-provisioning
Self-serve and get going within minutes
Start with one team, expand from there
Integrates with every agent in your stack

80% Time Reduction:
Thrive Cut Their Access Management Time 80% After Implementing Cakewalk.
Alex Callighan, IT Information Security Manager