Model Lifecycle & MLOps Playbook

A practical end‑to‑end playbook with deployment patterns, CI/CD for models, canarying, monitoring, and rollback procedures plus checklists and runbooks.


Checklist

Predictive Model Validation & Deployment Checklist

An interactive, auditable pre-deployment checklist to verify model validity, fairness, performance, operational readiness, and rollback plans before releasing predictive models to production.

Members:
Checklist

Model Deployment & Production Checklist

A practical, interactive pre-deployment and production checklist that captures owner sign-off, evidence, and readiness for safe model rollout. Includes explicit checks for validation, monitoring, rollback readiness, data contracts, and operational responsibilities — and lets teams save submissions for audit and follow-up.

Members: