Practical guides on AI cost attribution, budget governance, and the FinOps discipline coming for every team running LLMs in production.
March 18, 2026 · 7 min read
Most companies have no idea which team, feature, or customer is driving their LLM spend. Here's a practical framework for breaking down AI API costs before they spiral.
March 18, 2026 · 6 min read
Cloud FinOps took a decade to mature. AI API spend is growing 10x faster with none of the same tooling. What FinOps teams need to know now.
March 18, 2026 · 8 min read
Pricing pages don't tell the real story. We break down what GPT-4o, Claude Sonnet, and Gemini 1.5 Pro actually cost when you factor in token efficiency, output length, and streaming overhead.