sandbox pricing
Charging for sandbox, test, and staging environments in AI platforms
The strategic decision of whether and how to charge for sandbox, test, and staging environments represents one of the most nuanced pricing challenges facing AI platform providers today. As enterprises increasingly demand robust development infrastructure to validate agentic AI implementations before production deployment, the economics of non-production environments have shifted