Notes on billing & revenue

Stripe Billing is the default choice for a reason. Here's what actually breaks as usage pricing gets more complex, what a migration really carries over, and how to tell if you've hit the point where switching is worth it.

AI products don't have SaaS economics — compute cost scales with usage, so pricing, metering, wallets and entitlements all have to move together in real time. Here's the complete architecture, piece by piece.

Failed payments silently erode revenue and drive involuntary churn in usage-based SaaS. Kribana's autonomous agent diagnoses declines and acts fast, targeting recovery where it's actually likely to work.

Prepaid credits look simple until burn-down, grants, and top-ups collide. A field guide to getting it right.

Balances, failed payments, and expansion signals don't wait for business hours. Now neither does Kribana.