Jeffrey Immelt, the longtime boss at General Electric Co., was a polished presenter who held court each year at a waterfront resort off Sarasota, Fla., where industrial executives and Wall Street listened for his outlook on the conglomerate.

“This is a strong, very strong company,” Mr. Immelt said at the event last May.

On that Wednesday...