OpenClaw Enterprise decides who can deploy the agent. Omnia governs what it does after that.
Omnia versions everything the agent runs on and tests each version before it serves. OpenClaw Enterprise controls who deploys OpenClaw and Codex agents, but its revisions leave out workspace files such as AGENTS.md.
Instructions are part of the pack, so the edit makes a new version. Simulated users try it before it serves, it goes out in steps, and the audit records which version answered each conversation. docs
on openclaw enterprise Workspace files such as AGENTS.md sit outside the configuration draft and the AgentRevision, and edits survive a redeploy. The revision doesn’t record them. their docs
What ran is what you versioned
Prompts, instructions, tools, policy and tests are one versioned pack, loaded from git, OCI or a ConfigMap. Changing any of them makes a new version, and its test results belong to it. docs
OpenClaw Enterprise: Each deployment creates an immutable revision; workspace files are separate from it. source
Tested, gated, and reversible
Adversarial callers join the simulated users, and a version that fails isn’t released. If one passes and then degrades on live traffic, the stepped rollout returns traffic to the previous version. docs
OpenClaw Enterprise: Agent evaluation isn’t documented. The public API has no rollback operation: you restore the old settings and redeploy. source
An audit of what the agent did
Each tool call, policy decision and session event is recorded with the agent version and the user it acted for. The log is archived as Parquet you can query from your warehouse. docs enterprise
OpenClaw Enterprise: The audit covers resource changes, denials and revision activation. Prompts and model responses are out of scope; retention and export aren’t implemented yet. source
At a glance
| Topic | Omnia | OpenClaw Enterprise, per its docs |
|---|---|---|
| Runs on Kubernetes | yes Installed with Helm. docs | documented Kubernetes, or Linux hosts over SSH. source |
| Any model and framework | yes Seven native protocols, any OpenAI-compatible URL, agents from other frameworks. docs | partly OpenClaw or Codex harness. source |
| Simulated users before release | yes Multi-turn, against real tools. docs | not documented Not documented. source |
| Rollback | yes Automatic, during a stepped rollout. docs | not documented No rollback operation. source |
| Argument-level tool policy | yes A CEL rule on every call, before the tool runs. docs enterprise | partly Per-tool enable and approval. source |
| End-user identity to tools | yes Carried through the agent to every call. docs | not documented Sign-in to the control plane. source |
| Tracing | yes OpenTelemetry with a documented span inventory. docs | not documented No application tracing pipeline installed. source |
Common questions
- Is OpenClaw Enterprise production-ready?
- Its announcement says it is being developed ahead of a 1.0 release later in 2026, and points organisationsorganizations at internal pilots for now.
- Do I need Kubernetes for Omnia?
- Omnia installs into Kubernetes, and the same agent definition also deploys to AWS Bedrock AgentCore, Vertex Agents or Azure AI Foundry.
Put your own agent through the gate.
Install Omnia in your cluster and run it free while you build.
OpenClaw Enterprise claims are from The OpenClaw Foundation’s published documentation, checked 22 October 2026. Spot something out of date? Tell us.