Founded in 2010 and based in New York, with $27.3 million funding raised so far, AiCure specializes in the relatively unglamorous but clinically highly valuable field of medical compliance, ensuring patients take their drugs at correct times and dosages, and for the duration of their prescription. Although low in medical technology, the process requires sophisticated tools to ensure accurate monitoring of patient behavior away from the clinic. The main product comes in a smartphone app, combining several components including facial recognition and enrollment security to ensure the correct patient is being recorded. This is where the machine learning comes in, to optimize the balance between false negatives and positives when photographing the patient, say taking a drug. Equally important…