BlackRock Inc. has started a shake-up of its stock picking business, relying more on robots rather than humans to make decisions on what to buy and sell.

The firm has become the world’s largest asset manager, with $5.1 trillion in total assets, in large part because of its dominant position in low-cost, passive investment such as exchange-traded funds.

But...