AI analytics demos

Turn your data into answers.

Three practical demos showing how structured data, private documents, and open-source tools can become useful analytics experiences.

01 Live

Using HMDA lending data

AI Chatbot Example

Explore a working example of turning structured data into a grounded AI analytics chatbot. Ask questions about HMDA lending and review the answer, chart, data, and SQL.

Try the chatbot example

02 New

Using 49 Berkshire letters

RAG Chatbot Demo

See retrieval-augmented generation in action. Ask Berkshire Hathaway’s 1977-2025 shareholder letters, get a grounded AI answer, and inspect the exact passages and similarity scores behind it.

Try the RAG chatbot

03 Open source

Build with open-source tools

Interactive Dashboard

See how open-source web tools can turn your data into a fast, interactive dashboard. This demo visualizes national HMDA lending through filters, charts, maps, and key metrics.

Explore the dashboard demo