The struggle to make AI products profitable when compute and customer growth cost so much.
AI monetization is like a food truck with a line around the block. At closing time, the owner counts the cash and can barely buy fries.
In chat, coding, and workplace AI, ads and model calls cost a lot. Payments often stay small.
MaaS
More model calls mean MaaS fees can eat the product's profit.
GPU
Higher GPU costs make AI products harder to make profitable.
Cost-aware AI
Profit pressure pushes teams to count the cost of each model call.
Adoption Curve
Fast adoption does not mean revenue catches up at the same speed.