AI Cost & Margin Intelligence
See what your AI really costs.
And what it earns.
Bear Lumen unifies LLM spend across every provider, attributes it to the feature and the customer, and ties it back to revenue. One source of truth for the teams pricing, building, and paying for AI.
Centralized Telemetry
One unified ledger aggregating token usage, model variants, and costs across all major LLM vendors.
Granular Attribution
Automatically map infrastructure costs to specific endpoints, product features, or individual customer tenants.
Margin Intelligence
Instant visibility into contract value minus AI infrastructure cost, so teams can confidently optimize pricing models.
The 14-Day Proof of Concept
From connection to unit economics in fourteen days.
- 1Submit FormStart
Share a few details about your AI usage in the short form on this page.
- 2Generate a Key, Drop in the SDK1 line
Generate an API key, then track every AI call with a single line. Every provider, no proxy, no latency overhead.
- 3Connect Billing1 click
Link your Stripe billing in one click. We pair revenue against AI cost, so every customer and feature shows a true margin, not just spend.
- 4Live Dashboard & Summary APIs48 hours
Watch usage, spend, and margin in real time, attributed by customer, feature, and model. Summary API endpoints serve the same data back, so your own AI can read it too.
- 5Unit Economics ReportDay 14
A full margin diagnostic showing where money goes and where it leaks, plus the cost-per-feature data you feed into your pricing. We surface the analysis and the options. You decide what changes.
Request Access
Start your proof of concept.
Tell us about your stack. We'll stand up a live pilot in 48 hours and deliver a full unit-economics diagnostic by day 14.