Expedia Group Technology — Innovation A framework for how we build, deploy, and evolve AI systems for impact and scale Photo by Florian Wehde on Unsplash There’s an important distinction between Artificial Intelligence (AI) that just works today and AI that lasts at scale. Many companies optimize hard for the first one without ever asking whether they’re building the second. Velocity without discipline and strategic direction is a liability, not an asset.