Supper

Supper is an AI data tool for fast-growing companies. It connects to platforms like HubSpot, Quickbooks, and Airtable, and gives teams instant answers to questions about their business. So whether they’re prepping a board deck, responding to investors, or preparing monthly reports, Supper makes sure the data is ready when they need it.

I joined as the lead designer when the product was just a handful of screens and a basic design system, and spent a year and a half shaping every part of the product. The result was an AI-native data stack agent capable of seamlessly turning the raw data into decision-ready insights, in the form of exploratory conversations, live dashboards, and robust data warehouses.

Team

Lowell PutnamLowell Putnam
Andrew SalamonAndrew Salamon
Serena TsaySerena Tsay
Nitzan IsraelNitzan Israel
Gabriel ValdiviaGabriel Valdivia

Duration

2024—2025

Agent conversations

We built Supper around a conversation. Anyone in the company can ask questions in plain language and get validated answers, supported by structured tables that expose all the data behind each insight. The agent guides users by suggesting next steps and leading them into deeper analysis. We designed a split-screen layout that keeps the chat persistent while users explore charts and validate results side by side.

Supper new chat
Supper tagging chat

Tagging system for column names, metrics, and business logic

Supper test
Supper loading components
Supper chat source

Live dashboards

We designed Supper’s dashboards as a flexible workspace where raw data becomes clear, explorable insight. The main challenge was striking the right balance between invoking the AI agent and using deterministic controls to build a reliable master data source and meaningful data visualizations. The result is a board that brings live data, AI-driven exploration, anomaly detection, and complex filtering into a single, cohesive workspace.

Supper dashboard
Supper new widget
Supper dashboard filter
Supper filter components

Data infrastructure

Companies need confidence in their data to trust Supper. We built a data warehouse that lets users ensure Supper is grounded in trusted, well-structured data. From a single place, users can control what data is available to Supper and to their teammates, audit how entities and metrics connect across sources, and confidently power analytics across SaaS tools and custom databases.

Supper data warehouse
Supper business logic
Supper sources
Supper query review

Manifesto video with Andy and Lowell, co-founders of Supper