Why did the finance teams who called themselves most mature at AI cost control do worse than everyone else?
If Technology says it owns AI cost 55% of the time and Finance says 53%, who actually owns it?
Why does 40 to 60% of what an AI feature actually costs never show up on the vendor invoice?
Highlights of Episode
AI in Finance spend stopped being an engineering experiment and became a real line on your budget, and in most buildings nobody, not Technology and not the CFO's office, actually owns it.
Nobody owns the number.
In this episode, I break down why your pilot number was never going to survive production, the mechanical reason AI cost grows like a triangle instead of a line, and the three levers, ones you already know how to pull, that bring it back down.
Resources and Links Mentioned
FinOps Foundation, State of FinOps 2026 and the Token Economics guidance
Deloitte CFO Signals Q2 2026 (200 CFOs at $1B+ companies)
DoiT and Sapio Research AI spending survey (500 finance leaders)
Flexera 2026 State of ITAM (512 IT asset managers)
Datadog State of AI Engineering 2026
Anthropic prompt caching and batch pricing documentation
Finance AI Insider, the free weekly newsletter: https://www.f9finance.com/newsletter/
Sponsor
This episode's sponsor is Finance AI Lab. Members who finish their first four roadmaps get about seven hours a week back. Fifty-nine dollars a month, cancel anytime. https://www.f9finance.com/lab/
Links
Contact ->
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Podcast -> Apple Podcasts and Spotify: https://www.f9finance.com/podcast/
Connect -> Finance AI Lab, the private community for finance pros learning AI: https://www.f9finance.com/lab/
Instagram -> @f9finance
TikTok -> @f9finance
Resources -> https://www.f9finance.com/ai-library/
Next Steps
Step 1: Subscribe to our YouTube Channel: https://www.youtube.com/@f9finance/
Step 2: Get a free set of ready-to-use AI prompts and templates for finance work with the AI Library: https://www.f9finance.com/ai-library/
Step 3: Ready to launch your finance team into AI? Join the Finance AI Lab: https://www.f9finance.com/lab/
Excel at AI in Finance is for the finance pro, executive, and CFO looking to take their work to the next level. Mike is a senior finance leader breaking down AI tools like Claude, Microsoft Copilot, and beyond to reduce hours and prevent burnout. If you’re ready to break free from burnout in corporate finance and FP&A, it’s time to invest in AI for Finance.