Workflow predictive analytics engine

At least one non-transitory computer-readable storage medium comprising instructions which, when executed by at least one processor, cause the at least one processor to at least:

• orchestrate, using an orchestration service, a combination of non-healthcare information with healthcare workflow data including patient information and a scheduled appointment for the patient;
• generate a prediction including a probability of a patient no-show to the scheduled appointment using an artificial intelligence engine in an inferencing mode, the artificial intelligence engine including a trained patient no-show model selected from a plurality of models in the artificial intelligence engine to predict the probability of the patient no-show based on the combination of healthcare workflow data and non-healthcare information from the orchestration service;
• synchronize the prediction and a schedule including the scheduled appointment for the patient;
• and
• generate an interactive dashboard including the synchronized prediction and the schedule and at least one of:
• a) a first option to adjust the schedule to replace the patient based on the probability of the patient no-show, b) a second option to adjust the schedule to move the patient to a different time based on the probability of the patient no-show.

A method to apply predictive analytics to drive a patient care pathway, the method comprising:

• orchestrating, using an orchestration service, a combination of non-healthcare information with healthcare workflow data including patient information and a scheduled appointment for the patient;
• generating a prediction including a probability of a patient no-show to the scheduled appointment using an artificial intelligence engine in an inferencing mode, the artificial intelligence engine including a trained patient no-show model selected from a plurality of models in the artificial intelligence engine to predict the probability of the patient no-show based on the combination of healthcare workflow data and non-healthcare information from the orchestration service;
• synchronizing the prediction and a schedule including the scheduled appointment for the patient;
• and
• generating an interactive dashboard including the synchronized prediction and the schedule and at least one of:
• a) a first option to adjust the schedule to replace the patient based on the probability of the patient no-show, b) a second option to adjust the schedule to move the patient to a different time based on the probability of the patient no-show.