Review the signals agreed for the system, investigate issues and maintain clear ownership and escalation.
Managed operation
A production AI system needs an operator after launch.
Ongoing operation is part of the Compsia offer. We monitor the delivered system, maintain integrations, respond to change, improve quality and adoption, and expand capabilities when production evidence supports the investment.
MonitorQuality, usage and incidents
MaintainIntegrations and behaviour
ImproveAdoption and outcomes
The operating service
Production is an ongoing responsibility, not the moment the build is handed over.
Handle changes in connected systems, data, business rules and user needs that affect production behaviour.
Use evidence to improve quality and adoption, then add capabilities only when the operational case is clear.
What is operated
The service covers the complete delivered system, not a monthly quota of isolated automations.
Capabilities
Agent and automation behaviour, instructions, evaluations and expected operating boundaries.
Integrations
Connections, credentials, schemas, dependencies and the failures they can introduce.
Controls
Permissions, review points, escalation rules and other protections configured for the system.
Adoption
User access, training, friction, feedback and the operating habits required for value.
Evidence
Quality, usage, incident and business-outcome measures defined for the delivered scope.
Operating principles
Accountability remains clear as the system and the business change.
Named owners
Compsia operates the technical service while the client retains a responsible business owner for decisions and priorities.
Measured service
Reviews follow the evidence and service levels agreed for the specific system.
Controlled change
Improvements and expansions are scoped, tested and introduced without losing the production baseline.
Plan beyond launch
If the system matters to the operation, its ongoing service belongs in the original plan.
The first conversation considers both the production build and what reliable operation will require afterward.
Managed operation
Monitoring, maintenance, support and evidence-led improvement.
The contracted service level and limits follow the system's scope, criticality and operating environment.
Discuss your system