Manufacturers are combining smart sensors, AI-powered analytics, and digital twins to optimize energy use, reduce waste and extend equipment life while delivering measurable ROI in under two years.

As a staff writer for Forbes Advisor, SMB, Kristy helps small business owners find the tools they need to keep their businesses running. She uses the experience of managing her own writing and editing ...