Shares of Intel are surging before the market opens Tuesday after the chipmaker said its foundry business would make some custom artificial intelligence chips for Amazon Web Services as it attempts to reinvigorate its business.

Intel shares jumped almost 4% in early trading on Tuesday, as a chip-making deal with Amazon's cloud business gave a major stamp of approval to its money-losing contract manufacturing business.