Clinical Decision Support System - Medical Diagnosis is today largely based on an objective assessment of a multitude of laboratory and radiological test reports. Yet there is no application at present to analyze the results of symptoms together with multiple tests in an individual to arrive at probable diagnoses and treatment options. The application that Algorithm Health is building is to enable all stakeholders from the Healthcare industry to make a meaningful interpretation of the variety of laboratory and other diagnostics data. At present no such application to our knowledge exists. The application will greatly help improve quality of diagnosis as well as reduce medical errors. It will also greatly empower patients and make healthcare more accessible and affordable while improving the quality of care delivery globally.