LLM FinOps: Per-Feature Cost Attribution and Token Budgets

LLM FinOps: Per-Feature Cost Attribution and Token Budgets A B2B SaaS product team ships its first AI feature in 2024. By 2026, the same team has 12 AI features in production: summarization, classification, extraction, search, an AI assistant, three flavors of auto-complete, two analytics features, and the chatbot product engineering still calls "the demo" eight months after launch. The Anthropic bill is $48,000 per month — the same kind of black-box cloud bill that plagued infrastructure spend