Design transparent usage-based pricing with credits, overages, and commits that protect margin and reduce bill shock.
## CONTEXT Usage-based pricing (UBP) ties revenue directly to consumption and is now the default for AI and infrastructure SaaS. Done well, it produces best-in-class net revenue retention because spend grows automatically. Done badly, it creates bill shock, budgeting fear, and churn. The hard part is designing rate…
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