19.4 AI Monetization

AI monetization is how a product turns its AI capabilities into revenue. Common models include subscriptions, pay-per-use (per API call or token), usage tiers, and selling outcomes (for example charging per resolved support ticket). The key constraint is that the price must comfortably exceed the cost of running the model.

Consider an Ethiopian SMS service that uses AI to auto-reply to customer questions for small shops. If each AI reply costs 0.10 birr in compute but the shop pays 1 birr per handled message, the margin is healthy and the business scales. If the model is too expensive, the same plan loses money.