Fortune 100 Company Saves Millions Using AI on Factory Floors

“It can outthink me,” says Good, who’s been in manufacturing for nearly 40 years.

GE Appliances saves millions annually by deploying AI on factory floors, with savings estimated per percentage point improvement.

GE Appliances is leveraging artificial intelligence at its Roper Corp. plant in LaFayette, Georgia, to enhance manufacturing quality and efficiency. This approach addresses the structural challenge of competing against overseas imports despite higher U.S. labor costs.

The company employs AI-powered cameras, sensors, autonomous vehicles, and sophisticated data analytics through its Brilliant Factory platform, analyzing millions of lines of data daily. These technologies detect errors, flag equipment issues, optimize staffing, and forecast market demand. According to Tony Gabbert, plant director, and Bill Good, vice president of manufacturing, each percentage point improvement translates into $1.5 million to $2 million in annual savings. GE Appliances recently expanded the Georgia plant with a $180 million investment, adding 600 jobs, reflecting confidence in AI-driven manufacturing.

While no specific timeline for future AI developments is provided, the company’s decade-long data collection effort underpins its current capabilities.

Montana is not mentioned in the article; however, Montana businesses might potentially consider how AI integration could help offset higher operational costs in industries reliant on precision and efficiency. Given geographic challenges and labor markets similar to those in Montana, firms could potentially benefit from similar technologies to maintain competitiveness in national and global markets.

‘It can outthink me’: How a major manufacturer came to embrace AI
By Andrea Hsu, NPR