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Workflow · Cleensight

AI Cleanliness Audit Workflows

Make cleaning measurable from assignment to approval. The platform coordinates photo capture, AI verification, decision rules, rework and audit-ready reporting in one complete workflow.

  • Consistent clean
  • Photo proof
  • Faster turnover
  • Audit-ready

Powered by Cleanliness Evaluator and Visual Verification Agent

A hotel room after cleaning, with a Vision Agent's cleanliness score and two missing amenities marked on the photoLinen · Clean2 amenities missing

Cleanliness score

3/5

Below standard — rework assigned before check-in

How it works

Turn every clean into a verified workflow.

Assign inspections, capture evidence, verify results with Vision Agents and automatically trigger the next operational action.

  1. Assign

  2. Capture

  3. Verify

  4. Decide

  5. Notify

  6. Report

Powered by Vision Agents

The visual intelligence behind every audit

Cleensight combines specialised Vision Agents inside one operational workflow, so each inspection can evaluate cleanliness and verify the standards that matter.

Explore the Agent →
Room turnover checkYour criteria
Bed linen changed and presented
Surfaces wiped and dust-free
Floors vacuumed
×Amenities restocked
×Tea and coffee replenished
Result3 / 5 · rework assigned
Where it runs

Cleaning verification at scale

Apply consistent standards across teams, locations and contracts without adding complex equipment or manual reporting.

Cleaners working through an open-plan office, the kind of round captured as photo evidence in a Cleensight audit
Commercial Cleaning

Prove completed work, standardise quality checks and give clients reliable evidence across every contract.

Fresh produce and reusable bags on a supermarket counter
Retail and Supermarkets

Maintain consistent standards across stores, departments and high-traffic customer areas.

A hotel guest lounge with required items marked by a Vision Agent during a standards check
Hotels and Hospitality

Verify rooms, bathrooms and shared areas before they are released to guests.

One shared record

Every completed workflow creates a trusted record

The platform brings the photos, verification results, exceptions and follow-up actions together in one structured report.

Cleaning audit · Room 412Turnover check · Today at 11:20
Rework recorded
Evidence captured during a room turnover check
Verified evidenceBelow standard · 3 / 5

Linen and surfaces passed. Two amenities were missing, so rework was assigned before the room was released.

Cleaning teamCompletes the round and submits photo evidence
Submitted11:20
Vision AgentsScore cleanliness and verify the required items
Verified11:20
Site supervisorReceives the exception and assigns the rework
Notified11:21
Client reportingSame criteria applied across every site and period
Recorded11:21

Ready to make every clean verifiable?

Build visual verification workflows and deploy them through mobile, web, cameras or your existing systems. Deployed in thousands of locations worldwide and ready to scale with your operations.