Intel's foundry, or contract manufacturing business, has signed up Amazon's cloud services unit as a customer for making custom artificial intelligence chips, the companies said on Monday, a deal that gives the chip maker a vote of confidence.

Intel said it's turning its foundry business into an independent unit with its own board and the potential to raise outside capital.