Intel Corp. Chief Executive Brian Krzanich on Tuesday arrived at his first car show as a speaker to deliver the message that his semiconductor company’s computing muscle and big-data prowess are just what auto makers need as they prepare for vehicles that can drive themselves.

In his speech at the annual Los Angeles car show, he announced a $250 million commitment by Intel Capital to invest in autonomous-car technology during the next two years.

Mr....