The AI Inference Cost Paradox: Why Token Prices Drop But Your AI Bill Keeps Climbing
Per-token AI inference costs dropped 280x in two years, yet enterprise AI bills surged 320%. Here's the practitioner framework for managing the AI inference cost paradox — from model routing to...
FinOps for AI: A Practitioner’s Framework for Managing the $500B AI Spend Crisis
98% of FinOps practitioners now manage AI spend, up from 31% in 2024. This practitioner framework covers the metrics, allocation models, and optimization levers you need to govern AI costs before...
IT Budgeting Guide: How Finance and IT Can Build a Budget That Survives Contact With Reality
Every year, the same ritual plays out in organizations worldwide: Finance and IT spend weeks building detailed technology budgets, only to watch them become fiction by Q2. In our experience working...
FinOps Job Interview Questions: What to Expect and How to Prepare
FinOps hiring has surged significantly since 2021, yet most candidates walk into interviews unprepared for the unique blend of financial acumen, technical depth, and stakeholder management these...
How to Build a FinOps Practice in an Organization That Has Never Had One
Most organizations don't decide to build a FinOps practice—they're forced into one after a cloud bill shock that makes the CFO question every technology decision made in the last three years. The...
FinOps vs DevOps vs CloudOps: Which Role Owns the Cloud Bill (and Why It Matters)
Most organizations now run three separate teams—FinOps, DevOps, and CloudOps—that frequently clash over the same infrastructure decisions. A deployment that DevOps optimizes for speed might...
