Enterprise AI ROI: How to Calculate What Your AI Stack Actually Costs (Before and After You Stop Paying Per Token)

Enterprise AI ROI has five components: inference cost, ML ops labor, model staleness cost, compliance risk cost, and vendor lock-in premium. Standard frameworks measure only the first.