Beyond the Pilot: a practical framework for building scalable AI in healthcare

A brief companion to the essay Beyond the Pilot. Dr Bakshi names the 'pilot trap' — AI projects that prove themselves in one corner of a health system yet never scale — and argues the remedy is to tie every initiative to a measurable clinical, operational or patient outcome, and to assess data and team readiness honestly before going further.