Caterpillar brings mining AI lessons to construction

Caterpillar's push into AI is rooted in its long history with autonomous mining, where labor shortages and hazardous conditions made automation practical. The company now sells a range of automated equipment, from haul trucks to remote-controlled construction machinery, and offers software for fleet management and terrain intelligence. Its CTO, Jaime Mineart, says this experience is being applied to more dynamic environments like construction sites, where integrating technology into workflows is the main challenge.

The company is also using AI internally, with tools like the Cat AI Assistant for technicians and AI agents for software development. To support this, it has amassed a large data foundation from its connected machines. The transition to more autonomy is prompting a significant investment in employee training, with $100 million planned over five years.

This comes as Caterpillar's power-generation business benefits from the AI infrastructure boom, with Q2 revenue reaching an all-time high of $20.5 billion, driven by demand for data center equipment. The company's CEO noted strong demand for cloud and generative AI infrastructure, suggesting that Caterpillar's AI initiatives are aligned with a broader industry trend.