We Analyzed 819 AI Workflow Deployments. Almost None Had Billing Infrastructure.

An analysis of 819 public AI workflow templates found that while 83% use paid APIs, less than 3% incorporate billing, authentication, or quota enforcement infrastructure. This suggests AI operationalization is significantly outpacing its monetization infrastructure.