They are not using deep learning because frameworks such as tensor flow are developer tools and (until everyone can code) most work in a company is still done by non-developers.
This is why Uber’s Ludwig[1] is so interesting. With a tool like this I can have non-dev staff creating solutions (the same way that they can create solutions using a spreadsheet).