CIKLUM：2026年从AI试点到临床落地：医疗科技管理者工程实操手册（英文版）

Integration, not accuracy, is the bottleneck: The model was built to run inference on clean data in a controlled environment. Production requires pulling live patient data from a FHIR server, running inference in sub-second time, and returning a structured recommendation to a clinician who is mid-workflow. The pilot may have proved the model works. It did not prove the system works.