We run on multiple public clouds. We do have a lot of scraper algorithms (mostly because the community created / wanted them) but also text analysis tools, computer vision , audio and video processing etc. By operationalizing these algorithms/functions/recipes we allow piecing together sacalable services for larger applications . Google has been doing this internally for years .
