What it sells
AI model built for high accuracy deterministic tasks
Business model breakdown
Buyer: who owns the budget?
UnverifiedDevelopers/engineering teams building document and data-extraction features.
Trigger: what makes them buy now?
UnverifiedLLM extraction that is inconsistent or too costly at volume.
Workflow: what inputs become what output?
Developer sends PDF/image/audio/web via chat-completion-compatible API or SDK and gets structured, deterministic outputs (OCR, extraction, classification, scraping).
Economics: what it saves and how it charges
Usage-based API revenue; est. OCR ~$0.002-0.004 per page, ID extraction ~$0.016 per doc; enterprise self-hosting/VPC.
Distribution: how it reaches customers
Self-serve API with TypeScript/Python SDKs, Vercel AI SDK, LangChain; enterprise contact sales.
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Spring 2026 | — | Y Combinator | ycombinator.com |
Profiles summarize public reporting and company websites. Business-model notes are MaxBC's reading of that material, not confirmed facts; unknowns are left blank rather than guessed. Updated 2026-10-12.