TCSFuture of Cleaning Lab

TCS · Built from practical cleaning experience

Smarter tools for real cleaning work.

Plan a job, understand what is visible on a surface and choose the next step—with honest tools that show what they can and cannot do.

  • No account required
  • TCS does not intentionally save photos
  • Human judgement stays in charge
Teddy, the TCS cleaning and science mascot
Observe clearly

Share one surface photo and receive cautious notes about visible soil, residue, wear or damage indicators.

Available now Beta Research

Start with something useful

Tools with a clear job

We have narrowed the lab to experiences that either work without AI or have a controlled, clearly labelled AI purpose.

Available · no AI required

Material Calculator

Estimate common paint, tile, flooring, fencing and decking quantities with waste and cost allowances.

Calculate materials
Available · manual planner

Floor Planner

Sketch rooms, doors, windows and labels on an interactive canvas, then export the result for planning conversations.

Draw a floor plan

Honest experiments

Ideas we are validating—not finished services

Research

Paint and tile concepts

Early overlays can help discuss colour and pattern, but they do not yet understand walls or floors precisely enough for a reliable preview.

Research

Photo measurement

A single image cannot replace a tape, laser or site visit. We are exploring rough planning prompts without presenting guesses as measurements.

Research

Before-and-after imagery

This remains paused until the experience can generate a genuine edited concept image and label it clearly as an illustration.

Affordable human help

AI can start the conversation. Teddy reviews the job.

The future paid offer is a human-reviewed Cleaning Site Report: photo observations, scope questions, method options and equipment guidance in one practical pack. It will not be sold until the fulfilment process is proven.

Ask about a site assessment

The longer road

From useful tools to intelligent cleaning systems

  1. NowPractical calculators, planning and cautious surface observation.
  2. NextQuote preparation, equipment matching and human-reviewed reports.
  3. LaterOperator workflows, GravForge robotics and intelligent facility research—with evidence before claims.

Privacy and limits come first

The assistant removes embedded metadata, resizes the photo, then sends it through OpenRouter to a Google Gemini model for one analysis. TCS does not intentionally store the photo. Provider handling follows their terms. Results are visual guidance—not diagnosis, safety clearance, measurement or a quote.