CFOs bring new scrutiny to technology spending

The era of technology spending as an act of faith is closing. Finance chiefs describe a discipline shift: software portfolios reviewed like balance sheets, vendor counts reduced by design, and AI initiatives required to name the metric they will move before funding arrives.

Consolidation is the visible symptom. Enterprises report cutting redundant applications by double-digit percentages, favoring platforms over point solutions, and using renewal dates as leverage events. Vendors describe a market where expansion within existing accounts is harder-won than at any point in years.

AI spending gets particular attention precisely because it is fashionable. CFOs interviewed describe a two-track approach: small, fast experiments funded loosely, and production deployments held to the same return standards as any capital project. The distinction, several noted, is the discipline their predecessors failed to apply to cloud migration.

The counterintuitive result is that measured spending is not falling, it is concentrating. Budgets flow toward fewer vendors and better-instrumented projects, which suits the largest suppliers and the most rigorous buyers, and squeezes everyone in between.