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Cleensight — AI Cleanliness Verification

Make Cleaning Measurable

Provide objective, photo-verified proof of cleaning quality across sites, teams, and contracts - with fast, repeatable scoring your supervisors and clients can trust.

No Hardware

Instant Setup

AI Powered

SCORE

4.5 ★★★★★

How Cleensight Works

Step 1

Snap a photo after cleaning

Your team takes photos using normal mobile phones, as part of existing QA workflows.

Step 2

Let the AI do the hard part

Cleensight analyses the images and scores cleanliness consistently.

Step 3

Get clear, objective proof

Share results with clients or use them to train and improve your team.

What your teams and clients receive

A consistent QA report for supervisors and clients - overall score, area-level results, and photo evidence. Built for multi-site cleaning operations.

  • Audit-ready proof of service
  • Standardised QA reports you can share with clients and contract managers.
  • Consistent scoring across sites
  • Issue flags, not just scores
  • Built for operational reporting

Cleensight QA Report

Site: ABC Hospital · Zone: Ward A · 14 Feb 2026 · 20:42

Completed

3

Overall score

Rework recommended

Rework items

2 flagged

Needs follow-up

Evidence

12 photos

Time-stamped

Area results

  • Patient bathroom
    Needs rework · 2/5

  • Nurse station
    Very good · 4/5

  • Corridor
    Very Good · 4/5

The area appears generally cleaned, but a missed detail was detected on a high-touch surface (e.g., visible residue around the tap / dust on a shelf edge).

⚠️ High-touch surface issue · rework flagged

Built for Every Cleaning Scenario

Commercial Cleaning

Prove work, reduce disputes, and keep clients longer.

Retail & Supermarkets

Consistent standards across every location.

Hotels & Hospitality

Instant checks for rooms, bathrooms, and shared spaces.

Cleensight ROI

Estimate the potential operational value of automated QA

QA setup

Manual QA review

Cleensight helps reduce manual QA effort by turning inspection photos into structured, reviewable results.

Adjust assumptions

  • Number of cleaners
    1,200
  • AI-scored photos per cleaner per day
    8
  • Working days per year
    250
  • QA time saved per AI-scored photo (sec)
    20 sec
  • QA / management hourly rate ($)
    $20
  • Current rework rate (%)
    3%
  • Reduction in rework incidents (%)
    20%
  • Avg rework cost per incident ($)
    $40

QA labour saved / year

$266.7k

Estimated review time recovered

Rework savings / year

$288k

Estimated reduction in repeat work

Estimated annual value

$554.7k

Value-to-cost: 12.8×

Estimated value vs illustrative annual software cost

  • QA labour savings
    $266.7k
  • Rework savings
    $288k
  • Illustrative annual software cost
    $43.2k

This cost line is indicative only and intended to help compare estimated operational value against a realistic rollout threshold.

At 8 AI-scored photos per cleaner per day across 1,200 cleaners over 250 working days, Cleensight equates to an estimated $266.7k in recovered review hours per year, plus an estimated $288k in rework savings.

This calculator estimates annual value using cleaner count, AI-scored photos per cleaner per day, working days, time saved in review or QA management per image, baseline rework rate, the assumed reduction in rework incidents, and the average cost of each rework event.

Typical implementation approach

Most organisations start with a defined scope, validate the operational impact, and then expand based on measured results.

Phase 1

Initial deployment

Select 2–3 sites and introduce Cleensight into the existing QA workflow. Establish a baseline for review time, consistency, and reporting.

Phase 2

Controlled rollout

Expand to a defined subset of locations, inspections, or job types. Measure time saved, consistency improvements, and any reduction in rework.

Phase 3

Broader deployment

Roll out across a wider operational footprint. Cleensight supports reporting, audit trails, quality consistency, and service verification at scale.

Common questions

How is ROI typically created?

The strongest drivers are usually reduced manual QA effort, more consistent scoring, reduced repeat work, and better auditability across sites.

Can this start with a limited rollout?

Yes. Many deployments begin with a small number of sites or a defined QA workflow before expanding more broadly.

Cleaning You Can See. Quality You Can Prove.

Cleensight brings trust, clarity, and confidence to every job.