General Electric Co. has decided it no longer needs to be a bank.

In the conglomerate’s most significant strategic move in years, GE has resolved to part ways with the bulk of GE Capital, the giant finance business that long accounted for around half the company’s profits but whose risks have rattled investors and weighed on its stock.

GE...