Interfaze
Interfaze is a YC Spring 2026 (P26) company. Based in San Francisco, CA, USA. Team of 5.
About Interfaze
Summary
Interfaze builds an AI model on a hybrid architecture that combines specialized DNN/CNN models with transformers to deliver deterministic, high-consistency outputs for tasks such as OCR, structured data extraction, object detection, audio understanding, and classification. It targets developers and engineering teams who need production-grade precision on document, vision, and audio workloads where general-purpose models like GPT, Claude, or Gemini fall short on consistency. The model returns confidence scores and bounding boxes alongside results, replacing bespoke pipelines stitched together from multiple specialized tools.
Business model
API access via SDK (TypeScript and Python) with a chat completion-compatible API, implying usage-based or API-key-gated pricing.
Go-to-market
Builders and developers adopt it self-serve through official SDKs and a drop-in chat completion API compatible with existing frameworks such as LangChain and the Vercel AI SDK.
From the Y Combinator listing
AI model built for high accuracy deterministic tasks
Interfaze is an AI model built on a new architecture that merges specialized DNN/CNN models with transformers for tasks that require deterministic output and high consistency like Document intelligence, Object detection, Classification, Audio understanding and more. Interfaze outperforms large lab models like Gemini flash, Claude Sonnet and the GPT-5.4 mini series Architecture paper: https://arxiv.org/abs/2602.04101 Full open benchmarks: https://interfaze.ai/leaderboards
Facts
- B2B / B2B -> Infrastructure
- San Francisco, CA, USA
- 5
- Active
- Early
Founders (2)
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