Amazon: Best Practical AI Innovation
Ask in plain words and get a workspace you can act on. It works on your own home through the iPhone scan.
Judged creativity, usefulness, technical implementation and user experience, 25% each.
Angle. AI someone would use every day: a person with a real need about a building gets an answer they can act on, without learning a tool. And it works on their own home, not only on a dataset.
| Criterion | What serves it |
|---|---|
| Creativity | An agent that builds the interface per need instead of a chat box; physics and geometry instead of text answers. |
| Usefulness | The wheelchair, flood, fire, garage, pet and furniture tools answer questions people ask on forums every day. The iPhone scan makes it work on any building. |
| Technical | About 600 server tests and 90 web tests; every tool run on a 15-place demo set with a matrix of results (see Proof); FastAPI, deepagents, two cloud databases, our own 3D renderer and splat training. |
| User experience | The App look: one thing first on every screen, the rest folded; plain-word reliability chips; every panel resizable; guided first run; both themes; phone companion with live sync. |
Adaptive intelligence (a named focus area): the agent’s memory per building and per person, “what I learned about you” with undo per item, past investigations searchable by words and meaning.
Scripted flow: web/src/skins/app/demo/flows/amazon.json, “A phone scan becomes a PDF report”.
Demo path. Phone: scan a room with the iPhone app (demo cafe in the simulator), name the business, pick Accessibility, get the PDF in seconds. Desktop: the same workspace updates live. Then the wheelchair search above.
The demo
