1. Upload a room photo
Users upload a JPEG, PNG, or WebP image and choose the surface they want changed, like floor, walls, cabinets, or countertops.
Workflow
What the app does, step by step.
This is the actual behavior currently implemented in Room Vision. It is a room-image editing flow with gated guest access, account history, and no-checkout signed-in usage.
2. Describe the new finish
The request stays constrained to a single chosen surface, which keeps the prompt grounded instead of rewriting the whole room.
3. Generate the preview
Guests receive two low-quality watermarked previews. Signed-in users can generate clean previews.
4. Save, compare, regenerate
Signed-in generations are stored with before-and-after image history. Regeneration uses the original source image.
Operational rules
Two guest previews per browser session token.
Signed-in users can generate full previews.
Regeneration reuses the original source image.
Admin accounts can review user and generation activity.