30-min call with RobBook a proof-of-concept call
Job 02 · Quality control

// Commercial cleaning · Inspection reports

Cleaning inspection reports, drafted in each customer's format from your supervisors' notes and photos.

Your site supervisors walk their buildings with a checklist, an app or a clipboard, mark what passed and what didn't, and take photos. Then someone turns those notes into the report each customer expects: their room list, their rating words, their corrective action column, on their schedule. In a free AI proof of concept, AI drafts 20 to 30 reports your account managers already sent, from the same notes and photos, and lists every failed item with no corrective action on record. Your reviewer, the account manager who knows these reports best, reads each draft beside the one that went out.

Book a proof-of-concept call30 minutes with Rob
Inspections in the test
20 to 30 you already reported
Pass or fail set by AI
Never
Before any photo moves
An NDA

// The one job

A supervisor's walk, turned into the report the customer reads

Today an inspection lives in pieces: a supervisor's checklist or app entries room by room, ratings in your company's own words, photos on a phone, a note that a restroom was re-cleaned, and the customer's form, which may rate rooms differently and want a signature or a fix date. An account manager or quality manager puts it together, rewrites it in the customer's terms and sends it.

For the test, AI reads copies of those notes and photos for inspections you already reported and drafts each report in the format that customer uses: area by area, each item with the rating your supervisor gave it, photos placed beside the item they show, and the corrective action and its date where your records hold them. Every failed item with no fix recorded, and every room on the customer's list that nobody inspected, goes on a list for your account manager. The draft never changes a rating.

Supervisor's walkNotes and photos
Building and date
Rooms walked
Items marked
Photos
Room or areaItemSupervisor's mark
Made-up inspection notes
Set in the customer's form
for your account manager
Inspection reportDraft, not sent
Building
Inspector and times
Rating by area
Corrective action
AreaRating as markedFix and date
Made-up report draft

// The hard parts

What a customer's inspection report has to hold

The customer's form sets the rating words. GSA's Contract Cleaning Inspection Report, Form 1181A, revised in December 1997 and prescribed by the agency's Custodial Management Desk Guide, rates each area inspected as satisfactory or unsatisfactory. An unsatisfactory rating has to be explained in the remarks column, with a quantity given by measure or by count, and the form records the room, corridor or lobby, the building, report and contract numbers, the inspector's printed name and signature, the times the inspection started and finished, and the time and date the contractor received it. Other customers rate on points or levels of their own. Where your supervisor's scale and the customer's don't line up, the draft shows both and asks your reviewer; it never turns a mark into a pass or a fail.

A failed item starts a clock. Riverside County, California's janitorial agreement, approved by its board on August 1, 2023 and running to June 30, 2027, has the county give written notice of observed deficiencies before it deducts. It may let the contractor perform the work again at no extra cost, with corrective action completed within 24 hours of notice, and the original inspection result stands after the re-inspection, though work done right the second time is paid. Anything not re-performed is deducted at the agreement's prices, or estimated with engineered performance standards or the contract's wage determinations. So the draft dates each failed item and its fix, and lists every one with no fix recorded inside the customer's window.

Inspections are only one of the ways a customer checks. The same agreement names routine inspection, random sampling without extrapolated deductions, planned sampling, incidental inspections and validated customer complaints, and it uses your time sheets, or the site's own sign-in sheets, when a cleaner fails to show and nobody replaces them. The draft lists the complaints and staffing gaps your records show for the period beside the inspection, so your account manager reads the month as the customer will.

Some findings are safety questions, not cleaning scores. OSHA's bloodborne pathogens standard, 29 CFR 1910.1030, has the employer set a written cleaning schedule and decontamination method by location, type of surface, type of soil and task, and decontaminate surfaces immediately or as soon as feasible after a spill of blood or other potentially infectious material. In an April 17, 1992 letter OSHA said it does not generally consider janitorial staff in non-health care buildings to have occupational exposure, leaving the employer to judge each job case by case; a December 4, 1992 letter says someone whose job includes cleaning and decontaminating contaminated areas does have it. When a supervisor's notes mention blood, a needle or a body fluid spill, the draft quotes that note on a line of its own for your account manager and safety lead and adds nothing about how it was handled. This is not safety or legal advice.

What your account manager decides. Your reviewer, usually the account manager or quality manager who sends these reports, checks every rating against the supervisor's notes, every photo against its item, every fix and its date, and the list of rooms nobody inspected. They decide what the customer reads and when it goes. During the test, no report reaches a customer, a property manager or a cleaner.

// What you send

Reports your account managers already sent

Copies only
No inspection app logins
01

20 to 30 sent reports

Each one as the customer received it, on their form or yours, with the email it went out with. Add one with failed items, one that led to a deduction or a re-clean, and one for a customer who rates on a different scale.

02

The supervisor's notes and photos

For the same inspections: checklists or app exports, ratings, photos as original files so their dates and times come through, and any re-clean or work order notes that followed.

03

Each customer's inspection terms

The contract pages or emails that set the form, the rating words, the corrective action window and the due date, plus the room list for each building the sample covers.

04

Copies only, after the NDA

Photos can show tenants' offices, names and papers, so the NDA comes before anything moves. We never sign in to your inspection app, your workforce software or a customer's system. Reports that can't leave the office become look-alikes built with your reviewer.

// Before it starts

Agreed before any report or photo moves

An inspection report is the customer's record of your work, so the owner settles these points first.

Inspection report test termsOwner decides
Your reviewer
Named by the owner, usually the account manager or quality manager who sends reports
Ratings
Your supervisor's marks only; the draft never sets a pass or fail
Sending
Stays with your team; drafts go to your reviewer and nobody else
Sources
Supervisor notes, photos, re-clean records and each customer's terms
Success criteria
Written and agreed, for areas, ratings, photos, fixes and format
Sample
Picked by your reviewer, with failed items, a deduction and a second rating scale
Price
A range for running reports live
NDA
Signed before reports, photos or customer names are shared

// How it's judged

Each draft beside the report the customer received

Report by report
Same notes and photos
On the same 20 to 30 inspectionsThe report that went outThe AI draft
Every area on the customer's list, inspected or flaggedFrom your own inspectionsFrom your own inspections
Ratings exactly as the supervisor marked themFrom your own inspectionsFrom your own inspections
The customer's form, rating words and order followedFrom your own inspectionsFrom your own inspections
Photos placed beside the item they showFrom your own inspectionsFrom your own inspections
Failed items with their corrective action and dateFrom your own inspectionsFrom your own inspections
Failed items with no fix on record, listedFrom your own inspectionsFrom your own inspections
Spills and other safety notes set apart, word for wordFrom your own inspectionsFrom your own inspections
Nothing stated that the notes and photos don't showFrom your own inspectionsFrom your own inspections
Only your inspections fill it. Each cell waits for your past reports to go through the proof of concept.Your account manager scores each row.

// After a yes

Around 30 days of reports as inspections come in

If your reviewer says yes, each new inspection gets a draft for about 30 days, in the format each customer already receives.

Your account manager edits, approves and sends every report. Re-cleans, replies to the customer and any talk of a deduction stay with your team.

After that month, the next job is a new decision with a new price.

// Later, if it works

Jobs that could follow inspection reports

Ranked together
Separate prices
  1. 01

    Inspection deduction disputes

    A customer's deduction matched to the inspection, the re-clean record and the contract's terms, for your account manager to answer.

    Next
  2. 02

    Monthly quality summaries

    A month of approved reports condensed building by building for the customer's review meeting, with repeat failures grouped.

    Then
  3. 03

    Janitorial rebids

    The items a building keeps failing carried into the rebid's bid sheet as questions for whoever prices it.

    Later

// One hard limit

It never sends a report and never decides a pass or fail.

Every rating in a draft is your supervisor's, and every line points to the note or photo behind it. The proof of concept never sends an inspection report, never decides a pass or fail, never prices or submits a bid, and never contacts a customer, property manager or cleaner. It works only on copies, and nothing in it is safety or legal advice. Your account manager decides and sends.

Inspection reports are quoted as a job of their own: a range before the proof of concept, a fixed price before signing.

Rob gives the range on the call, once he knows how many buildings your supervisors inspect, how many customer formats you report in, and where the notes and photos are kept today.

// Questions

Questions from account and quality managers

Will the AI decide which items passed?
No. Your supervisor's marks are the ratings. Where your scale and the customer's don't line up, the draft shows both and asks your reviewer instead of converting one into the other.
Our supervisors use an inspection app. Do you need access to it?
No. Exports, PDFs and photo folders are enough, and we never sign in to the app or to a customer's system. The app matters only when a live month is being planned.
Customers want before and after photos. Can it tell them apart?
Only from what the files and notes show, such as when each photo was taken and what the supervisor wrote about it. Where that isn't clear, the photo is listed as unplaced rather than guessed.
What if an inspection finds blood or a needle?
The draft quotes the supervisor's note on its own line for your account manager and safety lead. It says nothing about whether the cleanup was done correctly, and nothing on this page is safety advice.
Can one test cover customers with different report forms?
It should. Choose reports across the forms your customers really use, so your reviewer sees how the drafts follow each one, including any that rate on points or levels.
Rob Eason

Rob Eason, founder

// Book a call with Rob

Bring one building's last month of inspections.

On a 30-minute call, Rob will ask about your company and role, how many buildings your supervisors inspect, how many customer formats you report in, and where the notes and photos live today. Keep the reports and photos until the NDA is signed.

  • Co-owned a 60-employee financial services firm and sold his share to his partner.
  • Ran GOSO Technologies, a Boston solar company rated 5/5 across 24 Google reviews.
  • 5/5 across 83 reviews in HighLevel's Certified Admin Directory.
  • 4.3/5 from 6 Google reviews of Massmarket AI.
  • Every directory and Google review, critical ones included, is shown word for word at massmarket.ai/reviews.
  • Takes every proof-of-concept call himself.