Hyper-personalized production demands rapid line changes, but legacy CNC mills, lathes, and PLC-controlled machines lack modern APIs, creating a critical automation bottleneck. Manually operating these machines for each custom variant destroys throughput and margin. A software agent bridge automates this by acting as a virtual operator, using secure remote desktop protocols to scrape screens, push buttons, and transfer files. This eliminates the need for expensive hardware upgrades or manual intervention, directly reducing changeover time and labor cost while unlocking legacy assets for flexible production.




