Founding cohort: at-cost usage

AI costs don't behave like SaaS costs. Stop pricing blind.

  • See which customers cost you the most
  • Identify usage patterns across segments
  • Build pricing strategies that match how people actually use your product
Talk to the founderJoin the waitlist
✦Founder-led onboarding for early teams
Customer margin dashboard showing profitable vs underwater accounts

How it works

1

Track costs

SDK captures cost-to-serve per request across all your AI providers.

Learn about margin analytics
2

See margins

Dashboard shows contribution margin by customer, feature, and model.

Explore the dashboard
3

Price smarter

Model pricing scenarios against real usage data. Bill based on actual costs.

See usage-based billing

AI Billing Insights

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Articles on pricing strategies and unit economics for AI startups

insights

The $20/User Problem: Why GitHub Copilot Can't Make Money

GitHub Copilot is losing $20/user/month. This is the canary in the coal mine for AI startups.

6 min read
insights

OpenAI Cut o3 Prices 80%: Did You Recalculate Your Margins?

OpenAI slashed o3 pricing from $10/$40 to $2/$8 per million tokens. Most startups didn't adjust. Here's how to recalculate.

7 min read
insights

Why Stripe Is Building AI Billing Tools—And What They're Still Missing

Stripe's Agentic Commerce Protocol confirms traditional SaaS billing is broken for AI. Here's what it means for you.

10 min read

Stop pricing blind

From the founder

I've watched too many exciting AI companies lose momentum and some fail because the math didn't work. If you've ever stared at a shrinking runway wondering which customers are costing you more than they should—I built this for you.

— Blaise, Founder @ Bear Billing

Talk to the founderJoin the waitlist