Conclusion Industrial operations are entering a defining decade of “intelligent operations”. The shift underway is not simply from manual to automated systems, but towards an operating logic built on intelligence, controlled autonomy and ecosystem- level coordination. As this report shows, future competitiveness will depend less on isolated technology adoption and more on the ability to orchestrate complex systems that continuously sense, learn, decide and adapt in real-world environments. Progress, however, will not be linear. Early momentum has been driven largely by efficiency- focused, “type-1” gains, while the deeper challenge lies in inventing fundamentally new ways of working. As AI moves from controlled or simulated settings into complex, safety-critical operations, a period of recalibration and even disillusionment should be expected. Far from signalling failure, this phase is essential for redirecting investment, expectations and effort towards capabilities that can be trusted, governed and scaled up. What will ultimately differentiate leaders is how they navigate this transition. The NOW–NEAR–NEXT horizon underscores that choices made today around data foundations, operating models, governance and talent will determine whether intelligence compounds over time or stalls in fragmented pilots. Leadership must therefore evolve from oversight to orchestration, enabling increasingly autonomous systems to deliver sustained value. The next frontier of operations is already emerging, unevenly but unmistakably. Organizations that act with discipline and patience, aligning technology and operating models with leadership intent, will build more resilient, adaptive and sustainable industrial systems. Those that delay risk being overtaken by complexity they can no longer control. The opportunity ahead is not transformation as a one-time initiative, but intelligent operations as a continuously evolving capability. And as this capability evolves, the World Economic Forum’s Next Frontier of Operations initiative will continue to provide a collaborative platform to discuss these latest trends, co-create adoption approaches and accelerate the journey towards intelligent operations. Intelligent Industrial Operations Outlook 2026 54