Madrona investor, Ishani Ummat, speaks with PitchBook Data leader, Daniel Cook, about bringing machine intelligence to the IA40 list. Their new algorithm takes many data points and creates a company score to predict company outcome probability. They previewed this work by analyzing last year's IA40 list and found that late stage companies were 60% more likely to IPO. Listen as Ishani and Daniel talk numbers and what it means for companies building intelligent applications.