AI & Backend
Data Insight Assistant
Ask questions about your data in plain language
Project overview
An AI assistant that answers plain-language questions about business data with summaries and charts.
Data Insight Assistant lets people explore datasets conversationally, turning questions into queries, summaries and visualisations.
The challenge
The product problem
Answering everyday data questions often depends on analysts or SQL knowledge, which slows decisions down.
Engineering approach
How we think about the solution
- Translate questions into safe, read-only queries.
- Show the data behind each answer so results can be checked.
- Handle ambiguous questions by asking for clarification.
Focus areas
What matters in the experience
- Natural-language queries
- Data visualisation
- Answer transparency
- Data access safety
The result
What the product delivers.
People can explore business data in plain language and see the data behind every answer.
Let’s build together
Planning something similar?
Tell us about your product and the people it needs to serve.