Is Your Vision AI Program in Pilot Purgatory? A 10-Question Diagnostic
Blog post from Roboflow
Many industrial enterprises find themselves trapped in prolonged pilot phases for vision AI initiatives, with a common misconception being that the number of pilots indicates program health. However, successful scaling is determined by the robustness of the surrounding system, such as a governed solution catalog, clear ownership, and consistent review processes. Roboflow's Vision AI Center of Excellence Blueprint offers a diagnostic tool consisting of ten yes/no questions that help organizations assess their readiness to scale. A score of six or more suggests a functioning capability, while a score of three to five indicates a forming but incomplete Center of Excellence. A score of two or fewer denotes "pilot purgatory," where the program remains stagnant without scalable progress. The diagnostic emphasizes system readiness over superficial metrics, guiding companies in transitioning from pilot phases to scalable, impactful AI deployments.
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