Apple Inc. is in advanced talks to buy Intel Corp.’s smartphone-modem chip business, according to people familiar with the matter, a move that would jump-start the iPhone maker’s push to take control of developing the critical components powering its devices.

A deal, covering a portfolio of patents and staff valued at $1 billion or more, could be reached in the next week, the people said—assuming the talks don’t fall apart.

Though...