What it sells
Abundant Intelligence for Everyone
Business model breakdown
Buyer: who owns the budget?
UnverifiedDevelopers and AI product/infra teams running agents on open-weight models.
Trigger: what makes them buy now?
UnverifiedNeed cheaper, faster inference for agent workloads than frontier closed-model APIs.
Workflow: what inputs become what output?
Swap base URL in OpenAI- or Anthropic-compatible SDK to call DeepSeek-V4.1-Flash and Gemma 4 31B; private elastic endpoints or reserved GPUs for scale.
Economics: what it saves and how it charges
Pay-per-token inference, no per-seat fee; reserved GPU capacity with negotiated latency SLAs; batch tier at lowest rate.
Distribution: how it reaches customers
Self-serve API signup, docs, Discord, demo for enterprise.
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Spring 2025 | — | 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.