Are we getting what we paid for? How to turn AI momentum into measurable value

Enterprise AI is entering a new phase — one where the central question is no longer what can be built, but how to make the most of our AI investment. At VentureBeat’s latest AI Impact Tour session, Brian Gracely, director of portfolio strategy at Red Hat, described the operational reality inside large organizations: AI sprawl, rising inference costs, and limited visibility into what those investments are actually returning. It’s the “Day 2” moment — when pilots give way to production, and cost,