GE Appliances runs AI cameras, sensors and daily AI reports across nine plants; VP of manufacturing puts each point of improvement at $1.5–2 million a year

1 September 2026. GE Appliances, owned by Haier since 2016, has moved AI into the daily running of its factories, according to a report by NPR's Andrea Hsu from the company's Roper Corp. plant in Lafayette, Georgia. The company operates nine major appliance plants from its headquarters in Louisville, Kentucky.

What is deployed

• AI-powered cameras and sensors along the assembly lines, used for automated quality control and error detection.
• The Brilliant Factory data platform, which monitors plants in real time and produces AI-generated reports for plant managers on where problems are and how to solve them.
• Predictive maintenance, including detection of overheating motors.
• AI-driven staffing optimisation and market demand forecasting.

The people and the numbers

Tony Gabbert, Director of Manufacturing Operations at the Lafayette plant, and Bill Good, Vice President of Manufacturing at GE Appliances, are the executives quoted. Good can see which machines are down and why, how many appliances go to the repair bay, and which parts are scrapped and at what cost.

Good estimates that the company saves between $1.5 million and $2 million a year for every percentage point of improvement, and puts assembly-line downtime at $300–500 per minute. The report also notes a recent expansion adding 600 jobs with a $180 million investment.

Good's assessment of the technology gives the piece its headline, "It can outthink me", though he does not anticipate widespread replacement of the workforce in the foreseeable future. Results are as reported by the company to NPR.