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.

We independently review everything we recommend. When you buy through our links, we may earn a commission. Learn more› by Kathryn Rath A smart plug boosts the IQ of un-brainy devices such as lamps, ...

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 ...