Operating coverage
Quality and evaluation monitoring, incident triage, usage and cost review, model and dependency changes, backlog management, controlled releases and stakeholder reporting.
Retention and expansion
Operate AI-enabled systems as managed, measurable services.
Models, data, costs and user behavior change. Managed AI Operations establishes the monitoring, review and controlled-improvement work required after deployment.
Service boundaries
The agreement defines supported systems, hours, response priorities, exclusions, vendor dependencies and client responsibilities.
Monthly operating review
Review quality, exceptions, incidents, cost, adoption, changes, risks, decisions and the next controlled improvement.
Typical planning guidance
$12,000 per month for an agreed operating scope. Final pricing depends on system count, risk, service levels, evaluation workload and release cadence.
Renewal discipline
Begin the renewal decision 120 days before term end; use measured operating evidence rather than automatic continuation.
Decision standard
Define the evidence before the commitment.
Do not imply guaranteed savings, security, accuracy, regulatory compliance or implementation outcomes. Any price is planning guidance subject to scope and contract.