AI Data Analysis Assistant
An agentic assistant that queries the client's data warehouse directly through MCP.
Ask Logos AI about this project →The problem
There was no data warehouse or agent to query it yet — and a fixed set of pre-built endpoints would only ever answer a small library of canned questions, not open-ended ones.
The approach
Delivered end-to-end — the warehouse, its ingestion pipelines, and an agent exposed to it through an MCP server, so it answers open-ended analysis questions directly instead of running canned reports.
Impact, by the numbers
Built with
Health Companion
A multi-agent system over a medical knowledge graph, running both lead gen and support.
Platform Refactor
Rebuilt the client's platform from a monolith into services for scale.
AI doubt solver
Answers student doubts instantly with RAG over a huge question bank.
AI Mentor
A multi-agent personal mentor that handles onboarding, weekly planning, test analysis, and learning-path generation — wired directly into the client's own student data and content library.