Annual AI Budget Planner

Build a 12-month AI spend forecast with growth and model changes

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Annual AI budget planner

A single monthly API bill tells you little about where your AI spend is heading. Usage grows, but optimization claws some of it back. This planner projects a full 12-month forecast from your starting spend, your expected growth, and the efficiency gains you plan to ship — so you can put a defensible number in next year’s budget.

How it works

Each month combines two forces: growth pushes spend up, efficiency pulls it down. The planner applies both as compounding monthly rates:

month[n] = month[n-1] × (1 + growth_rate) × (1 − efficiency_rate)
annual   = sum of all 12 months
exit_run_rate = month[12]

Because both effects compound, small monthly rates produce large differences by December. A 10% monthly growth with no efficiency gain nearly triples spend across the year; a few points of monthly efficiency meaningfully flattens it.

Tips and notes

  • Plan to the exit run rate, not the average. If usage is growing, December’s spend is what carries into next year — budget for it.
  • Treat efficiency as a project, not a wish. Only count efficiency gains you have a concrete plan to ship; otherwise the forecast flatters you.
  • Re-forecast quarterly. Replace projected months with actuals as they land so the back half of the year stays honest.
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