Data Foundations Stage — Build an Intelligent Manufacturing System

Data Foundations Quality Checklist (Tags, Naming, Ownership)

A practical, actionable checklist to validate IIoT/MES tag coverage, naming conventions, ownership, sampling rates, timestamps, data completeness, and basic baseline metrics for IMS Stage‑1 readiness. Each check includes acceptance criteria and remediation guidance so teams can quickly assess readiness and assign fixes.