Your AI product should make money.
Finference connects model cost to customer revenue, then safely routes, meters, and bills every inference—so growth improves margin instead of quietly destroying it.
Route 72% of low-complexity support traffic to the efficient tier. Preserve premium routing for escalations.
ARR is visible. AI COGS is not.
AI teams ship across providers, models, agents, and features. The invoice arrives later—detached from the customer and product decision that created it.
Finference closes that loop in real time. Every request becomes an economic event: cost, revenue, quality, and accountability in one ledger.
Feature and customer-level unit economics, not blended cloud bills.
Provider-neutral SDK and signed ingestion endpoint with idempotency.
Simulation, quality floors, approvals, rollback, and immutable evidence.
From raw token to protected revenue.
Observe every inference
One event schema normalizes tokens, latency, cost, customer, feature, and revenue across every AI provider.
Find the margin leak
A memory-backed FinOps agent detects unprofitable cohorts and proposes quality-bounded routing policies.
Approve with evidence
Simulate every policy against historical traffic. Nothing ships without a human, a quality floor, and an audit trail.
Meter and monetize
Convert model usage into customer-facing units and flush them to Stripe for transparent usage-based billing.
Multi-tenant isolation, append-only economic events, HMAC signatures, idempotency keys, role-gated approvals, encrypted secrets, and provider-failure fallbacks are first-class—not launch-week cleanup.
The included adapter activates Backboard persistent memory when credentials are configured. The public demo uses deterministic memory so judges can test it without an account.
Automation without the black box.
Every recommendation carries its assumptions, projected economic impact, quality evidence, risk level, approver, and rollback condition.
Make intelligence profitable by default.
The live demo is preloaded with production-shaped traffic. Find the leak, inspect the agent's evidence, and approve a safer margin policy.
Launch interactive demo