An unsupervised agent fleet degrades silently.
Agents don't crash when they go wrong. They keep answering — a little worse, a little more expensive, a little further from the truth — and no alarm goes off, because nobody set one.
What silence costs
Quality drift
Answers get worse gradually. Your customers notice before you do.
Cost creep
The model bill grows token by token, and nobody owns that line.
Models change under you
Providers deprecate, reroute and retrain. Your fleet inherits every change unexamined.
No one accountable
When an agent misfires, whose job was it to catch it?
Shipping the fleet was the start. Running it is the job.
The work
Someone on watch. Always.
We run your agents the way Johan OS agents are run — supervised, never untethered, with a person holding the authority to intervene. “Human in the loop. Always” is not a slogan on this page. It is the operating model.
- Monitoring
- Evals
- Cost optimisation
- Model routing
- Agent supervision dashboards
- Supervised, never untethered.
- A person can always intervene.
- Every model, every cost, every answer accounted for.
- Compounds with every Johan OS deployment.
