Start with one problem before changing the whole factory.

Choose a task and a person who can evaluate its result. Review equipment, systems, accessible data and manual work. Use an observable objective such as collecting stop-investigation evidence in one place.

Suggested outputs: priority use case, equipment group, source inventory, owners and acceptance criteria. Timing depends on access and preparation.

Connect the initial equipment with a read-first scope. Align tags, units and time, then test normal production, stops and connection recovery. Validate MES or inspection mapping when required.

Suggested outputs: mappings, quality results, verified views and unresolved items with a remediation plan. Connectivity alone is not analytical readiness.

Have operators use real questions and compare with the current process. For NAVIS, validate evidence, proposal fit, approval/rejection and results separately. Agree access, backup, incident, update and support responsibilities before handover.

Suggested outputs: validation results, operating procedures, training, support scope and open issues. Contractual acceptance is agreed separately.

Reuse verified connections, dictionaries, views, ontology and knowledge while checking equipment and product differences. Re-size infrastructure as ingestion and queries grow, and review operating-team readiness.

This roadmap is a planning framework, not a fixed-duration, fixed-price contract or universal deliverable promise.