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Across energy and consumer goods manufacturing, digital transformation and sustainability programs often stall for the same reason: operational data is fragmented across plants, lines, utilities and legacy systems, creating blind spots where critical events go undetected and teams remain reactive instead of proactive. This roundtable brings together leaders from Energy, Food & Beverage and CPG to discuss how a hybrid industrial data infrastructure can connect data from control systems, historians and third‑party sources (from edge to cloud) and turn raw signals into decision‑ready information through contextualization, event-based analytics, KPIs and targeted notifications. Participants will compare practical patterns to improve reliability, quality and throughput, accelerate predictive programs, and enable trustworthy sustainability reporting, while creating the AI‑ready digital foundation required to scale advanced analytics and AI assistants across sites without disrupting 24/7 operations.