Tokens or humans? The new corporate trade-off
CFOs are choosing: pay for tokens or pay for humans. AI's real cost is forcing a reckoning the market hasn't priced in.

Why it matters
AI deployment economics are shifting corporate labor and budget allocation strategies at scale. This represents an emerging market risk—the token-vs-human trade-off—that creates both opportunity and disruption for leaders evaluating AI ROI and headcount strategy.
The key facts
5 to knowAI token costs exceeding corporate expectations
CFO-level budget trade-off between AI compute and human labor
Market pricing risk identified
Implies widespread AI deployment across enterprises
Published May 2026—indicates mature AI market with real cost data
Go to the source
CNBC Technologycnbc.com
Publisher excerpt: AI is costing far more than companies expected, forcing CFOs into a new trade-off between tokens and humans and posing a risk the market hasn't priced in.