Case Study: Eaton achieves 87% faster product design with aPriori

Using Digital Manufacturing for a Resilient EV Supply Chain

Eaton, a global power management company, faced long product development lead times and difficulty meeting cost and performance targets for new products. To speed up design work, Eaton used generative AI with aPriori’s aP Pro product and quality data to improve manufacturing design decisions and reduce reliance on slow conventional engineering cycles.

With aPriori, Eaton digitized its design process and trained AI models on historical and simulation data to evaluate manufacturable, cost-effective options faster. The results were significant: product design time dropped by up to 87%, design iterations fell from about 40 hours to a few minutes, and specific products saw major gains such as an 87% reduction in automated lighting fixture design time, a 65% reduction for a high-speed gear, and an 80% weight reduction for a heat exchanger.

Eaton