AI Billing Insights & Guides

Technical deep dives, pricing strategies, and unit economics for AI startups. Learn from real-world examples and data.

Recent Posts

Billing Infrastructure vs. Cost Visibility: What AI Teams Need
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Featured
•14 min read

Billing Infrastructure vs. Cost Visibility: What AI Teams Need

Stripe handles what you charge; cost visibility handles whether it is profitable.

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Unit Economics for AI Products: A Cost Framework Beyond Tokens
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Featured
•5 min read

Unit Economics for AI Products: A Cost Framework Beyond Tokens

Tokens are not your unit—traces are. The complete cost model for AI product margins.

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Why AI Pricing Should Work Like Uber, Not Like Parking Meters
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Featured
•4 min read

Why AI Pricing Should Work Like Uber, Not Like Parking Meters

AI pricing should quote before it charges.

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HTTP 402 and L402: Why They Fail for AI Payment Systems
technical
•5 min read

HTTP 402 and L402: Why They Fail for AI Payment Systems

HTTP 402 was designed for digital payments but nobody uses it—here is why it fails for AI.

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From Flat-Rate to Usage-Based Pricing: A Migration Guide
guides
•5 min read

From Flat-Rate to Usage-Based Pricing: A Migration Guide

How you migrate matters as much as what you migrate to.

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