A system, includes processing circuitry; and a memory connected to the processing circuitry, wherein the memory is configured to store executable instructions that, in response to being executed by the processing circuitry, facilitate performance of operations to receive, by a policy manager, one or more events from a databus; trigger, based on the one or more events, an existing assurance policy; trigger, based on the existing assurance policy, a prediction request to an artificial intelligence (AI)/(ML) machine learning application; receive, by the policy manager, a change recommendation from the AI/ML application; create, by the policy manager, a new assurance policy based on the change recommendation from the AI/ML application; and trigger, by the policy manager, a corrective action to be taken based on a triggering of the new assurance policy implementing the change recommendation.