When AI becomes an asset, not an expense

September 24, 2026 – Conversations about AI costs often begin with token prices and access to the latest cloud models. Those factors matter, but they can obscure the larger question: as AI moves into production, how can enterprises meet growing demand economically, predictably, and at scale? The issue becomes more urgent as demand grows steady and business-critical. A consumption-only approach can turn AI into a volatile monthly expense that is difficult to forecast as usage, workloads, and model requirements evolve. AI is moving from isolated pilots to production portfolios that include as…