productionization

To create production monitoring, you apply validated Phase 5 evaluation results to generate an automated execution pipeline, scheduling, dashboards, alerts, and maintenance planning for Phase 6.

An end-to-end productionization plan includes an execution pipeline, scheduling, result storage, dashboards, alerting, decision integration, and maintenance guidelines for continuous evaluation monitoring.

You set up alerts and dashboards by defining a Phase 6 productionization plan that configures an execution pipeline, result storage, and health signal surfacing to trigger escalation when risk thresholds are crossed.

Yes, you need Phase 5 validation results as the required input to define the Phase 6 productionization plan and deploy autonomous evaluation monitoring with repeatability and auditability.

You move evaluation monitoring into automated production when you have validated Phase 5 results and need autonomous continuous execution, health signal surfacing, and risk threshold escalation.

Yes, this approach provides guidance for implementation tickets and deployment architecture to deploy ongoing evaluation monitoring with automation, repeatability, and auditability for Phase 6.