Many manufacturing organizations continue to face challenges in connecting engineering plans with what actually happens on the shop floor, during testing, or throughout product servicing and maintenance. As execution data becomes disconnected from product definitions, organizations often experience reduced traceability, increased compliance risks, and costly rework.

By Igor Tsinman, President and CEO, AMC Bridge. In our work with enterprise engineering organizations, we see a recurring pattern: the platform decision has been made, the APIs are available, initial prototypes show promise, and then the project stalls. Not because of missing capabilities, but because of everything that surrounds them: authentication models, cost governance, CI/CD pipelines, long-term maintainability, and the effort of moving from a working demo to a system hundreds of users depend on daily.

AMC Bridge, in collaboration with Tech Soft 3D and moderated by industry analyst Jim Brown, Founder and President of Tech-Clarity, will host a webinar titled "Unlocking 3D Engineering Data Across the Digital Thread: When to Build, When to Buy, and How AI Changes the Equation." The event will take place on October 8, 2026, at 11 a.m. ET / 5 p.m. CET.