There is currently no standardised environment for deployment of AI models
The technical stack used by different hospitals is highly variable. As a result, a machine learning model built at one hospital can’t be easily deployed at another hospital. Companies that are building machine learning models need to exert significant effort integrating their models into the existing technical workflows of hospitals with each new hospital that they onboard. One potential solution to this is a standardised deployment environment for AI models which all hospitals adopt.