Dev Tools · 1h ago
Two Hidden AI Features Were Eating 71% of Budget
A B2B SaaS startup discovered that two of its six AI features consumed 71% of its $4,200 monthly AI infrastructure cost. The Compliance Checker alone cost $1,890/month due to running on every autosave, while the Audit Trail Narrator wasted $1,102/month generating logs for no human readers. Fixes reduced combined costs by $2,592/month without cutting features or degrading user experience.
Meridian48 take
The story underscores how silent, error-free AI features can stealthily drain budgets, making granular cost attribution essential for any AI-heavy product.
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