Whereas enterprise technology transformations are traditionally driven from the ‘top-down,’ we often see streaming platforms entering the enterprise from the bottom-up. The journey mostly starts when the data engineers or developers (mentioned in the previous section) hit a problem, or pain-point with their current legacy infrastructure and architecture.