Signals from CONEXPO-CON/AGG 2026: Physical AI Comes to Construction, Mining, and Agriculture Fleets

This IDC Perspective examines key observations within the manufacturing and heavy machinery sectors, focusing on robotics and industrial physical AI. Physical AI is reshaping heavy industrial machines in construction, mining, and agriculture, as demonstrated at CONEXPO-CON/AGG 2026. The industry is moving from pilot projects to operational fleets, emphasizing workforce augmentation, interoperability across mixed fleets, and unified data platforms. Success depends on ecosystem-driven strategies, robust data infrastructure, and human-centric automation, enabling organizations to address labor shortages and achieve scalable, measurable productivity gains through integrated, intelligent machine operations."Physical AI is not replacing workers, it's redefining machines as intelligent partners, transforming how construction, mining, and agriculture scale productivity in a shrinking workforce," says Sarah Lee, research director, IDC Manufacturing Insights.