Tokenpocalypse: Corporate AI Spend Pullback

Companies that urged employees to use artificial intelligence with abandon have hit the brakes after a few months, as unexpected cost spikes forced a rapid reversal.

The Roots of the Cost Catastrophe

The processing unit of AI models—tokens—has become a direct price indicator. Overuse by staff on routine tasks (emails, slide decks, etc.) generated surprise invoice shocks.

Gartner's 2026 AI Spending Forecast

■Global AI spend is projected at $2.59 trillion, a 47% increase over the previous year.

■Although the price of a single token has fallen 90%, total expenditure has doubled.

■About 60% of firms still cannot define a clear ROI on AI investments.

Accenture's Internal Warning

Accenture has begun curbing employee AI usage. Justice Kwak noted, “our internal data shows that token consumption is largely driven by non‑engineers.”

Market Implications

■Cost discipline: Large enterprises will add new oversight layers to monitor token usage.

■Investment reallocation: AI projects will be refocused on high‑value use cases.

■Pricing pressure: Model providers may need to offer more flexible packages for corporate clients.

Kemal Tekin – Head of Emerging Markets Desk: “The Tokenpocalypse will compel Asia‑Pacific firms to tighten cost controls. In particular, Chinese tech players are likely to trim AI spend to protect profit margins, which could heighten regional equity volatility.”