Software as a service (SAAS) services featuring software for machine learning and developing predictive analytics for healthcare providers and payers, namely, predicting inpatient likelihood and patient case status; Artificial intelligence as a service (AIAAS) services featuring software using artificial intelligence (AI) for machine learning and developing predictive analytics for healthcare providers and payers, namely, predicting inpatient likelihood and patient case status; Platform as a service (PAAS) featuring computer software platforms for machine learning and developing predictive analytics for healthcare providers and payers, namely, predicting inpatient likelihood and patient case status