Google Inc. is ready to turn its self-driving car technology into a business and has hired an auto-industry veteran to run it.

Google said John Krafcik, president of online car-shopping service TrueCar Inc., is joining as CEO of its car project in late September. Chris Urmson, the former head of the project, will lead technical development...