Leadership and governance in intelligent operations5 As operations become intelligent, leaders must steer complex systems while ensuring the resilience, integrity and trust of the digital infrastructure that enables them. Leadership must extend beyond traditional oversight to governing increasingly autonomous operational systems. As decision-making becomes more data-driven and interconnected across enterprises and ecosystems, executives must balance speed, transparency and accountability in how systems operate and interact. At the same time, the growing digital backbone of industrial operations requires robust safeguards to ensure reliability and continuity. Together, leadership governance and system resilience form the foundation for scaling up intelligent operations responsibly. 5.1 Intelligent Operations Boardroom The widespread integration of frontier technologies has elevated operational speed and resilience, while fundamentally changing how factories, networks and partners behave. The purpose of boards to provide oversight and strategic guidance has become more complex. Decisions extend beyond single functions, influencing results across teams, locations and time. C-suite leaders must look beyond metrics and learn to orchestrate complexity as a source of competitive advantage, whether through market adaptability, product variety or differentiated experiences. In this evolving context, organizations are beginning to establish what can be described as an “Intelligent Operations Boardroom”. This refers to a decision environment that brings together operational signals from across factories, enterprises and supply networks into a unified view for leadership. By integrating real-time data, digital twins and AI-driven simulations, it allows leaders to explore potential outcomes, understand system-wide effects and evaluate trade-offs before committing to strategic decisions. Such capabilities become particularly important in periods of heightened volatility. As highlighted in Chapter 1 through the eight forces shaping industrial operations, geopolitical shocks, regulatory shifts and supply disruptions force leaders to make intertwined decisions on sourcing, capacity, energy exposure and customer commitments. A move to reduce risk in one region may create new vulnerabilities elsewhere. The challenge is not only to react faster but to evaluate second- and third-order effects. Traditional dashboards cannot deliver that foresight, nor reveal opportunities hidden in the operational tail, such as smaller suppliers and overlooked processes that can drive significant impact. A move to reduce risk in one region may create new vulnerabilities elsewhere. The challenge is not only to react faster but to evaluate second- and third-order effects. Intelligent Industrial Operations Outlook 2026 49