💬 Chat with Data

Analyze data simply by asking questions

People who have data may lack data analysis expertise, and they often struggle to efficiently view, interact with, and understand their data. Additionally, hiring a data scientist for every inquiry can be costly. Generative AI (GenAI) has transformed the data science ecosystem by providing an opportunity for users to analyze their data simply by asking questions.

👥 Understanding User Needs

Personas represent individuals with target user groups.

Identified key pain points by creating personas

🔢 Designing the Experience

A conversational workflow that guides users through the process of asking analytical questions naturally

The journey map of a user how to ask for data analysis.

🤖 Final System

The final “Ask Mode” experience for data analysis.

A demo of final ask mode for data analysis.

Easy payment for seamless access.

A payment landing page for easy to use.

Overall, this project investigates how human-centered AI and conversational interfaces can democratize data analysis and empower users to make informed decisions without requiring advanced technical expertise.