In aerospace manufacturing, inconsistent KPI definitions create real risk: missed nonconformances, misleading OEE or yield improvements, bad capacity and cost forecasts, and weak audit evidence. Because plants, shifts, and systems often calculate metrics differently, leaders may act on conflicting data, weakening traceability, CAPA, and change control.

In industrial and regulated environments, digital transformation typically focuses on five areas: operations and production systems, data and integration, workforce and ways of working, quality and compliance, and assets and automation. Actual scope depends on legacy systems, validation burdens, integration maturity, and risk tolerance.