The problem
Organizations hold valuable knowledge across documents, applications, and expert workflows, while conventional AI interfaces can hide uncertainty, permissions, and provenance.
My role
Product and technology leadership spanning product strategy, architecture, workflow design, integration, security, and delivery.
The approach
EntheoAI combines RAG, document-ingestion pipelines, admin dashboards, identity, API integrations, observability, and human-centered workflows. An MCP server is in development for interoperability with other LLMs and SaaS platforms.
Technology
OpenAI, Ollama, LangChain, LangGraph, Langfuse, Pinecone, React, Node.js, MySQL, AWS, APIs, and Model Context Protocol.