The next phase of enterprise AI will not be defined by more pilots or platforms, but by whether organizations can build an AI Factory operating model that makes AI scalable, governable and repeatable

CPG manufacturing is moving beyond periodic control and batch-based optimization toward continuous intelligence, where quality, throughput, maintenance and supply decisions are shaped in real time

The next leap in CPG manufacturing will come from plants that can detect, interpret and respond to operational problems before downtime spreads across production

As AI scales from devices to networks and data centers, semiconductor strategy is shifting beyond raw performance toward energy efficiency, distributed intelligence and new connected experiences

The era of autonomous operations – where AI suggests as well as executes actions – is emerging rapidly

As AI moves into vehicles, appliances and industrial systems, the next challenge is scaling physical intelligence safely, reliably and in real-world conditions