What we do

We develop and maintain public goods that bridge the gap between advanced AI and practical utility. Our focus is on privacy, accessibility, and interoperability.

Local-First AI Kits

We develop and release open-source "starter kits" for running small, private LLMs locally on consumer hardware. This ensures that user privacy is protected at the "last mile" without requiring expensive cloud infrastructure.

Standardized Data Connectors

We build open-source connectors that allow mom-and-pop shops to safely plug their data (Excel sheets, PDFs, legacy CRMs) into AI systems without technical debt or security risks.

Raising Awareness & Literacy

We advocate for the use of open-source models as a way to maintain "Data Dignity" and prevent vendor lock-in for small businesses.

Our Projects

Committee Members

| --- | --- | --- | --- | |Darren Weng | Gabe Weng | Jade | Leslie | | Darren Weng - Founding Member | Gabriel Weng - Founding Member|Claim Your Spot - Co-Chair|Claim Your Spot - Co-Chair|