Such is the case with eBay, the mega commerce site, that has been employing artificial intelligence for more than a decade. Rawashdeh: There are three key pillars to build successful AI initiatives in any enterprise from a hardware and software infrastructure perspective. What changes are required within the data infrastructure to support scaling AI? To support AI scaling, the data infrastructure should look beyond traditional data warehouses or extract transform load, to provide simplistic and appropriate AI specific abstractions for data discovery, data preparation, model training and serving. The data infrastructure should evolve to support such a continuous feedback cycle from AI systems and human-in-the-loop.

Source: Forbes September 24, 2020 03:22 UTC