Offer · Operate
Operate, monitor, evaluate, optimize and improve production AI systems.
An ongoing service with one accountable team for the AI systems in your operation, whether we built them or not.
Who it is for
The situation this fits
- Organizations with AI systems in production that need reliability, cost control and continuous improvement.
- Teams that want to expand autonomy safely as evaluation data accumulates.
Structure
How the engagement runs
Monthly service with response commitments agreed per system.
- Phase 1
Onboard
Observability, evaluation sets and runbooks in place for every system in scope; baseline for quality, cost and usage.
- Phase 2
Operate
Monitoring, incident response, exception reviews, provider and model updates evaluated before rollout.
- Phase 3
Improve
A prioritized improvement backlog from real exceptions and feedback, delivered in regular cycles.
Deliverables
- Monthly quality, cost and usage report
- Evaluated change management
- Improvement cycles
- Governance documentation
Next step
Ready to scope Managed AI?
Tell us about the process, the systems involved and the outcome you need. We reply with next steps, not a sales sequence.