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 plan to 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 plan to 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.