Operationalization in production: monitoring, drift/change management, continuous improvement * Technical interface and coordination between manufacturing, engineering, AI key users, and IT/OT; active stakeholder management * Support during use‑case intake: analysis of new use cases, development/maintenance of a use‑case funnel, prioritization and preparation for management decisions
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