Write the crew in CrewAI, and Omnia gives every change to it a version you can test and roll back.
Omnia gives the crew a release process: a versioned pack, a test gate, a stepped rollout and a budget that stops the run. CrewAI runs in your cluster and exports OpenTelemetry, but its docs don’t cover how a new version is released, and its cost limits send an email.
Git sync picks up the merge as a new version of the pack, and simulated users try it through the real tools before it serves anyone. If it passes it gets part of the traffic, and the version that was running serves the rest. docs
An update pulls the latest code from your repository and rebuilds the deployment. Versioning, rollback and an eval gate aren’t documented. their docs
Multi-turn simulated users
A budget that stops things
Daily and monthly budgets per agent, provider or workspace, with an action when they’re exceeded. how it works
CrewAI: Cost Limit policies never pause, throttle or stop a run; they send an email. source
At a glance
| Topic | Omnia | CrewAI, per its docs |
|---|---|---|
| Runs in your Kubernetes cluster | yes Helm, in every edition. docs | documented Self-hosted Factory on the Enterprise plan. source |
| OpenTelemetry to your collector | yes Yes. docs | documented Yes. source |
| Simulated users | yes Multi-turn, against real tools. docs | not documented Not documented. source |
| Versioned releases and rollback | yes Yes, automatic on the metrics. docs | not documented Not documented. source |
| Tool-call policy | yes Declared CEL rules, enforced by a broker. docs enterprise | partly Python hooks before each tool call. source |
| Enforced cost budgets | yes An action on breach. how it works | partly Email only. source |
| Voice | yes Duplex voice, and tests for it. docs | not documented Not documented. source |
Common questions
- Can Omnia run a CrewAI crew?
- Omnia runs agents from other frameworks under its own policy, audit and testing, and its scenarios run against any endpoint you can reach.
- How is each priced?
- CrewAI’s free tier includes 50 workflow executions a month and Enterprise is priced on request. Omnia is free while you build, the core is free in production, and the enterprise licencelicense is one price per environment per year from £30,000.
Put your own agent through the gate.
Install Omnia in your cluster and run it free while you build.
CrewAI claims are from CrewAI’s published documentation, checked 22 October 2026. Spot something out of date? Tell us.