Aug 12, 2026
By Igor Tsinman, President and CEO, AMC Bridge. Most APS projects fail between prototype and production scale. In our work with enterprise engineering organizations, we see a recurring pattern: the platform decision has been made, APIs are available, prototypes show promise, and then the project stalls. Not because of missing capabilities, but because of everything surrounding them: authentication, cost governance, CI/CD pipelines, maintainability, and the effort required to move from demo to production.