AIdeate — Local-First AI Use-Case Workshop
A workshop tool for prioritizing AI use cases. Drag, score, cluster — all in your browser, all your data stays local.
Built with:
HTMLJavaScriptlocalStorage
Why this exists
Enterprise AI workshops have a problem: the participants can't install anything, IT won't approve a SaaS tool, and the data is sometimes confidential. AIdeate sidesteps all of that — it's one HTML file, runs in any browser, never sends data anywhere.
What it actually does
- Capture use-case ideas as draggable cards
- Score them on impact, feasibility, urgency
- Plot them on a 2x2 matrix
- Cluster by tag or theme
- Export to JSON or printable summary
- All state in
localStorage— nothing leaves the device
When to reach for this pattern
Anytime you'd otherwise build a "small SaaS app" for facilitators or analysts. If the session is the unit of state, you don't need a backend.
Prompt
I run AI use-case discovery workshops with executives. I need a single-page
tool where they can: brainstorm AI use cases as cards, drag them onto a
2x2 matrix (impact vs feasibility), score them on multiple dimensions,
cluster related ones, and export the result as JSON or a printable PDF.
All state in localStorage — these are sometimes confidential, never send
data anywhere. Should feel like a digital whiteboard, not a form.Paste this into Claude, Cursor, or Copilot. Change one thing that matters to you.
What I learned shipping it
- Replacing 'sticky notes on a wall' with a single HTML page is a complete product when the data never has to leave the room.
- localStorage is a perfectly good database for facilitator tools — the session is the unit of state, not the user.
- Workshop tools are uniquely well-suited to single-file HTML: short-lived sessions, sensitive data, no install allowed in enterprise contexts.