# Smart Factory Upgrades Cut Changeover Time

- Link: https://wpvip-analyst-demo.dev/2026/09/29/smart-factory-upgrades-cut-changeover-time/
- Published: 2026-09-29T09:00:00+00:00
- Author: Travis Ralph

Predictive maintenance, machine vision, and collaborative robots have cut line changeover
time at three plants, increasing throughput without adding shifts.