IHE AIW-I defines the workflow for running AI applications in production using a "ticketing" process, based in an interoperable DICOMweb technology called UPS-RS. See
https://www.ihe.net/uploadedFiles/Documents/Radiology/IHE_RAD_Suppl_AIW-I.pdf

It would be ideal to have a service within MONAI Deploy to function as the "Task Performer", to either be notified (via WebSocket) or through polling of a job to be done, claim the job, process the job and send the results, and mark the job as complete.

I have created and tested a module that could potentially be integrated into a MONAI Deploy service, happy to share if it's helpful!