Resources
Checklists, templates, and playbooks for operators.

CHECKLIST
Manufacturing AI Rollout Checklist
12 gates before an agent touches the floor

GATES
Human Approval Gate Template
Where an AI agent must stop and ask

PLAYBOOK
Exception-Handling Agent Playbook
When to escalate, when to act, who signs

BRIEF
Inventory Agent Scoping Brief
Define turnover before you automate it

READY
Ops Data Readiness Checklist
What your ERP must answer before an FDE starts

SCORECARD
AI Pilot Kill Criteria
Know when to stop before the budget decides