The Unsexy AI: Why Your Forklift Matters More Than Your Chatbot
DataRobot, Thursday, September 24th, 2026
DataRobot urged manufacturers to prioritize unglamorous operational AI, like equipment diagnostics, over chatbot projects.
DataRobot's blog argues that manufacturers should prioritize unglamorous but high-impact AI applications over trendy chatbot projects.
It cites unplanned equipment downtime costing manufacturers roughly $852 million weekly, with single incidents reaching $42.6 million.
Rather than flashy use cases like email drafting, the piece recommends deploying specialized agents that handle industrial workflows such as inventory checks, technician routing, and equipment diagnostics, which it says can raise first-time fix rates by 50-60%.
It emphasizes that successful AI deployment requires integration with existing systems like SAP and ERP, and should target workflows where costs already show up on financial statements.