Revenue Model · No. 118
AI Model Licensing
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The Verdict
Good money. It leans on you to make it.
Quick Facts
| Best-Fit Founder | Established IP owner |
|---|---|
| Revenue Type | Recurring |
| Capacity Level | Heavy build |
| Archetype | Lucrative Job (High Return · High Cost) |
| Evidence Tier | Modeled |
What This Revenue Model Is
A consultant who has spent years accumulating proprietary knowledge, client outcome data, and domain-specific expertise is using all of that to prompt a generic AI model, never once considering that their own curated intelligence, encoded into a trained model, would be worth more as a licensed product than as a consulting service. The expertise is already the model. The licence agreement is what activates it.
License the model itself, by use or by seat.
$50K-500K/yr
enterprise license
per-token
usage option
inference
vs training rights
You license access to a proprietary model, charging by usage, by seat, or as an enterprise agreement. The first decision is what rights you grant: inference, training, or both.
Enterprise AI licensing commonly runs $50,000 to $500,000 a year, alongside per-token usage pricing and per-seat subscriptions around $30 a user.
Benchmarked to 2025-2026 AI licensing data (CloudZero, IntuitionLabs, Stability AI, softwarepricing.com). Rapid price deflation means today's rate misaligns within a year without review.
Evidence tier: Modeled. Figures are modeled estimates, not observed results. Ranges are illustrations of how the model prices, not predictions of your results.
The Two-Axis Placement
Return score: 4.3 / 10. Personal Cost score: 3.0 / 10. That combination places this model in the Lucrative Job quadrant: high return · high cost.
AssetHigh return, low personal cost
Lucrative JobHigh return, high personal cost
TrickleLow return, low personal cost
TrapLow return, high personal cost
Score Breakdown
Return
Personal Cost
Related Revenue Models
Family page: Licensing Model
Could this model work in your business?
That depends on what your business can absorb and execute. The Membership begins with a Growth Decision that answers exactly that.