TAIPEI—Microsoft Corp. is working with component suppliers in Asia to test its own smartphone design, people familiar with the situation said.

The move suggests the computer-software giant is increasingly adopting a variation of a business model favored by rival Apple Inc., which designs computers and phones along with the software that powers them.

Officials...