Blog Post: "The Evolution of BI Agent: From Queries to Conversations"

Bringing Intelligence to Business Data

We started BI Agent with a simple vision: to make business data accessible through conversation. Instead of writing complex SQL queries or jumping between dashboards, users could just ask their data questions  and get instant answers, visualizations, or insights.

From Prototype to Powerhouse

In the early days, BI Agent lived as a Streamlit prototype. It connected to databases and generated SQL on demand, but we wanted more flexibility - a real application that could scale. Now, with a dedicated frontend and backend, BI Agent is smarter, faster, and ready for real teams.

We've added a user management system, so each user's data and chats are secure and personalized. A new routing system decides whether a question requires SQL or Python, ensuring the right type of computation every time. And with memory, you can now revisit your previous chats and keep context  no more starting from scratch each session.

Design That Works for You

We've completely redesigned the UI to be clean, intuitive, and focused on usability. The newest addition - syntax highlighting for SQL and Python code - makes reading and understanding results effortless. Every detail is designed to help you focus on insights, not technical friction.

The Future of Data Conversations

The BI Agent isn't just another analytics tool - it's a bridge between your questions and your data. As we continue refining it, our goal remains the same: to make data exploration as easy as asking a question.

Curious to see how it works? Connect your data, ask a question, and let BI Agent do the rest.