A recent KPMG survey reveals that only 26 percent of companies maintain full visibility into their artificial intelligence costs. The majority face significant challenges due to the industry’s shift toward token-based billing models for AI services. This financial structure has left finance departments struggling to track expenditures in real time. Half of the organisations possess limited oversight, while 22 percent lack transparency entirely, often discovering their usage only after receiving the final invoice. Steve Chase, KPMG’s global AI lead, notes that this resource exhibits exponential growth unlike previous IT investments. Evidence suggests the issue is already acute, with some clients burning through annual budgets within months and experiencing sixfold spikes in token consumption. Gil Luria of D.A. Davidson predicts many chief finance officers will face similar shocks this quarter when reviewing bills from providers like Anthropic.
This lack of financial control mirrors the cloud infrastructure boom during the pandemic, where companies overspent before eventually cutting budgets. Without accurate data, organisations risk inefficient allocation of capital and unexpected financial strain. The situation demands a proactive approach to governance before costs spiral out of control. Executives must treat AI consumption as a critical metric requiring immediate management strategies. Failure to address these transparency issues now could lead to severe budgetary disruptions similar to past technological adoptions.
- Only 26 percent of companies currently have full visibility into their AI spending costs.
- The shift to token-based billing is creating significant challenges for finance departments.
- Historical parallels suggest a potential spending boom followed by a sharp reduction.
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