ask a question → live dashboard

ChatDashboard

2026

An analytics workspace driven by conversation: an agent builds and refines the dashboard.

Ask a question about your data and get a live dashboard back, without building charts by hand. The demo runs on household finances with connected bank accounts.

ChatDashboard loop: chat, agent, scoped tools, data layer, evidence check and live widget

screens

A dashboard of widgets built by the agent, with the conversation that produced them

Insights widget with one takeaway expanded to show the data its figures were computed from

Refining a widget in plain language, with a before and after preview

key decisions

layered

Shared layers know nothing about the domain, so new domains plug in.

workspace scope

Workspace scope enforced on the server, bank connections hardened, logs redacted.

where ai comes in

ai in the product

›Agent tools to show, refine or compose widgets
›A bounded insight loop with step and time limits
›Figures checked against the data before they are shown

ai in the build

›An AI app builder for the first scaffold, Claude Code from there
›Agents build against a written architecture spec, one layer at a time

stack

tanstack startreacttypescriptdrizzlepostgressupabasevercel ai sdkclaude sonnetcloudflare