Interfaze
AI model built for high accuracy deterministic tasks
Interfaze operates in b2b based in San Francisco, CA, USA.
Profile
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
Within the b2b space, the company focuses on its core offering rather than a broad product line.
San Francisco, CA, USA is where the company is located.
Directory data places it at the Spring 2026 stage.
Recorded headcount: 5 employees.
Directory analysis
Interfaze is a San Francisco‑based B2B AI company that builds a hybrid architecture combining specialized DNN/CNN models with transformers for deterministic, high‑accuracy tasks such as document intelligence, object detection, classification, and audio understanding. The firm claims its model outperforms large language models like Gemini Flash, Claude Sonnet, and the GPT‑5.4 mini series, and publishes an architecture paper (arXiv 2602.04101) along with open leaderboards.
Positioning: Interfaze targets markets that demand consistent, deterministic AI outputs, positioning itself as an alternative to general‑purpose language models. Its success will hinge on demonstrating sustained performance and ease of integration for enterprise customers.
Note: Interfaze offers a hybrid DNN/CNN‑transformer architecture for deterministic AI tasks.
Auto-generated directory analysis from public data · updated 7 Oct 2026. Informational only, not investment advice.
| Sector | B2B |
|---|---|
| Headquarters | San Francisco, CA, USA |
| Country | USA |
| Employees | 5 |
| Stage | Spring 2026 |
Website: interfaze.ai
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