Predictive Health Solutions, LLC (PHS), a joint venture of Center for Discovery, Innovation and Development (CDID) and Pinnacle Solutions, was established to improve access to healthcare, improve diagnostic algorithms, and enhance patient outcomes. PHS uses patient data and external data sources to develop solutions that better address healthcare needs. Using machine learning algorithms and artificial intelligence, PHS helps organizations create optimal health for their communities. Patient no-shows continue to be one of the most difficult challenges faced by healthcare providers. While the financial loss is significant (one study estimates that no-shows cost US healthcare providers as much as $1.5 billion annually), the most devastating impact is to patient care. Not only do missed appointments affect those patients who fail to show up to their appointment – often resulting in those patients not receiving the care they need, missed appointments also have a devastating impact on the patients who are denied access to care when already limited resources are squandered on unused appointments. PHS can help.