US US20260237491A1
A method for production monitoring and/or surveillance includes: retrieving a set of outputs of a healthcare system including artificial intelligence (AI) architecture for generating the set of outputs; generating an analysis associated with the set of outputs; and executing an action in response to a feature of the analysis, thereby providing surveillance of the healthcare system. The inventions described function to provide architecture and processes for safely distributing and evaluating AI tools in the context of healthcare systems and other systems. Provision of high quality and reliable surveillance, according to the inventions described, can be used for auditing and/or clearance of such AI tools in accordance with regulation standards.
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