Davis
An AI chat interface designed like ChatGPT but built for data — Davis lets users converse with their datasets, generate spreadsheets on demand, and visualize complex information through a clean, intuitive experience.
- Category
- UI/UX Design
- Client
- Davis
- Year
- 2026
- UI/UX Design
- Product Design
The project.
The problem at the core of Davis is a familiar one: working with large datasets is painful. Analysts jump between spreadsheet tools, query builders, and dashboards — none of them talk to each other, and none of them speak plain English.
We designed Davis as an AI-native chat experience that feels as familiar as ChatGPT but is purpose-built for data work. Users describe what they want in natural language — 'show me Q3 revenue by region as a spreadsheet' — and Davis handles the rest.
The interface was designed around three core interaction states: thinking (while the model processes), confirmation (scoping the request before committing), and delivery (presenting the result with a live preview). Each state has a distinct visual treatment so users always know where they are in the flow.
Spreadsheet generation was treated as a first-class feature. Users can preview outputs before confirming, drill into individual cells, and export directly from the chat — no context-switching required. The result is a data tool that feels like a conversation.
What we shipped.
Conversational AI interface purpose-built for large data set exploration
Structured spreadsheet generation with inline preview and confirmation flow
Clear multi-state UX: thinking, scoping, and delivery phases
Reduced context-switching between chat, spreadsheet, and visualization tools
Want something like this?
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