You're overpaying for AI. You just can't see how much you're hemorrhaging on the invoice.
Most companies spend 5–10x more on AI than they need to, not because the tools cost too much, but because the wrong work is routed to the most expensive models, and licenses sit unused. Find out how much of your spend is recoverable in under 10 minutes.
No individual-level performance data is collected. Your Misalignment Score is a modeled estimate for planning purposes, not financial advice.
The waste isn't in your AI bill. It's hidden inside your organization's inefficient AI usage.
Your AI spend is climbing every quarter and nobody can tell you exactly why. Here's what's usually happening:
- Premium models doing entry-level work. Teams route simple tasks, summaries and drafts to the most expensive models available, paying frontier prices for volume work. That's a 10-to-50x markup on tasks that never needed it.
- Seats you're paying for and nobody's using. Enterprise AI licenses run ~$30 per person per month. In most orgs, fewer than a third of those seats are active.
- The same work, run three times. Vague prompts produce weak output, so people re-run them. Every retry is billed again.
- Shadow spend no one approved. Tools bought on expense cards, outside procurement, invisible to finance.
None of this shows up as “waste” on the invoice. It shows up as a number that keeps going up.
One diagnostic. A real dollar amount you can act on with your CFO today.
The AI Spend Alignment Audit maps your organization against the 4D Fluency Framework — Delegation, Description, Discernment, and Diligence — to show you exactly where the money is leaking and how much you can redirect toward work that actually moves the business.
You will walk away with:
- Your Misalignment Score — a single number, benchmarked against companies your size.
- Recoverable spend, quantified — the monthly dollars you can reallocate without cutting a single capability.
- The root cause, named — every dollar traced to a specific fluency gap you can close.
This isn't about spending less on AI. It's about stopping the bleeding and reallocating that budget where it compounds.
LLM Audit Process
- 1Answer 10 questions. No usage exports, no engineering time, no individual employee data and only takes ten minutes.
- 2Get your score and your number. See your Misalignment Score, your recoverable spend, and where you rank against peers.
- 3Get the reallocation plan. We show you what to route where and where your team's fluency gaps are quietly costing you money.
- 4Reach out to Genius Factor AI to explore our consultation engagement fees.