Model Governance & MLOps for OT (Research Project)

A concise research plan plus checklists and templates to pilot safe model deployment, monitoring, rollback and governance in OT shop‑floor environments.


Research Project

MLOps & Model Governance Template for OT Deployments

A practical research plan, checklists, and templates to trial safe, traceable model deployment, monitoring, rollback, and change management for operational technology (OT) and shopfloor AI.

Members:
Playbook

Model Governance & MLOps Checklist for OT Deployments

A practical, shop-floor focused playbook and actionable checklist for safely piloting, deploying, monitoring, and governing ML models in OT environments. Covers versioning, pre-deployment tests, runtime metrics, alerting and human-in-the-loop fallbacks, rollback & retraining triggers, documentation artifacts, and an owner matrix to make pilots auditable and repeatable.

Members: