A Machine to Pick Startup Winners

A venture capital firm throws out intuition and uses computer models to determine investments.

Aldea Pharmaceuticals, a biotechnology startup developing an emergency treatment for alcohol poisoning, seemed like an attractive investment to venture capitalist David Coats. But he didn't rely on a hunch—he consulted the computer model he'd built.