08/13/2026
Most AI cost cutting starts with the model: cheaper options, capped usage, better pricing. CData's benchmark found the bigger driver is something else: how much data and tool information the AI has to sift through on every request. Scoping that down cut the cost of a single query from $0.596 to $0.027.
See exactly how the scoping worked, including the full cost breakdown on BigDATAwire:
Enterprise AI budget forecasting is mostly guesswork right now. Most organizations set their initial allocations before they understood how token costs actually accumulate — before multiple teams were running agents, […]