TCSFuture of Cleaning Lab

Controlled beta · visual guidance only

Surface Observation Assistant

Share one clear photo. The assistant can describe visible soil, staining, residue, wear or surface-damage indicators and help you prepare better questions before quoting.

It cannot diagnose a hazard. Never rely on this tool for mould, asbestos, structural, electrical, biological or chemical safety decisions.
1

Choose a surface photo

JPEG, PNG or WebP · original up to 15 MB · at least 200 × 200 px. Large photos are resized before upload.

2

Add useful context

This guides the observation; it does not change the safety limits.

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