Fig. 3: The Mayo Clinic Platform AI factory is a multi-component AI platform that vertically integrates all parts of the AI supply chain into a single infrastructure.
From: Moving towards vertically integrated artificial intelligence development
This includes components for data curation (“Gather”), data access and analytics (“Discover”), model validation (“Validate”) and an on platform production environment (“Deliver”). This approach, whilst costly, greatly reduces distance from concept to deployment. Cross-disciplinary working is a vital component external to the illustrated architecture.
