Topic: finops

Your Billing System Wasn't Built for AI Scale

Rounding errors at trillion-token volumes cost $600K/year. Learn where legacy billing fails and how to architect metering for enterprise AI throughput.

LLM Billing: From Rate Limits to Credits

OpenAI and Anthropic replaced hard rate limits with real-time credit billing. Learn why legacy platforms fail here and what AI product builders need to know.