Agentic AI shifts billing from subscriptions to token consumption
Frontier Radar #3: How agentic AI is turning tokens into a business metric
The Decoder
Summary
Agentic workflows consume many times more tokens than traditional generative AI and run autonomously for hours, making flat-rate subscriptions unaffordable for providers. Token prices now vary by speed, specialization, and economic value of results, shifting billing from subscription to consumption-based models.
#agentic ai#token economy#billing model#consumption-based pricing