The client needed a secure way to analyze renowned investors’ 13F filings and generate investment ideas without exposing proprietary research to public AI services. We built a private Retrieval-Augmented Generation (RAG) application that combines 13F data with the client’s internal research. The system runs entirely on dedicated infrastructure using a self-hosted LLM — no public APIs involved.
Outcome
Faster idea generation, deeper analysis, and complete data privacy.
Project Kokua is a free, self-service website creator built specifically for small businesses. It's also a live demonstration of how AI has made it possible to design, build, and operate full-featured software products at near-zero cost — what once required a large team and big budget now takes a fraction of both.
Outcome
A fully functional, production-grade website builder delivered for free — proof that AI fundamentally changes the economics of software.
Ask questions, get answers — straight from your own documents. RAG Bot lets you upload PDFs, manuals, or internal knowledge bases and chat with them naturally. Built with a fully private stack, all processing stays on your infrastructure so sensitive content never leaves your environment.
Outcome
Instant, accurate answers from your own documents — no public AI services involved.
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