Industries/Home services/Plumbing & electrical

Every permit, inspection and callback your crews logged has value.

AI labs license de-identified service tickets, permit records and job files from established plumbing and electrical contractors. You approve every system and date range.

  • Free evaluation, about 3 minutes
  • De-identified before delivery
  • You approve every system and date
  • No fee to you
A panel upgrade, start to finish
  1. LeadHomeowner adding an EV charger asks about capacity
  2. Site visit100A panel, load calculation shows a shortfall
  3. Estimate200A upgrade with utility coordination, two options
  4. Permit and inspectionRough-in flagged by the inspector, corrected next day
  5. Close-outFinal passed, utility reconnect, invoice paid

Teaches a model how scope, code requirements and the utility shape a job.Illustrative example

Indicative range, typical company$250K – $460K

15 office + 35 field staff, 5 years

Usual size to qualify15+ staff

Plus 3 or more years of records in your own systems.

Buyer demand

Scale AI lists plumbing and electrical field services among the business data it licenses.

Ranges are indicative, not offers, and come from the same model as our estimator. Published figures are as reported by each source; no affiliation implied.

What AI labs license

The plumbing & electrical records buyers ask for

One well-documented system can qualify. You choose what's included, and anything can be left out.

Service and repair tickets

The problem as reported, what the tech found, and what fixed it.

STServiceTitanHHousecall ProJJobberFEFieldEdge

Permits, inspections and corrections

How jobs move through the AHJ, what gets flagged, and how corrections are made.

Permit portalsInspection reportsEmail

Job costing and change orders

How estimates compare with actual labor and material, and why scope changed.

QuickBooksSSageSpreadsheets

Estimates and proposals

How work is scoped, priced and presented, including the options customers turn down.

Proposal toolsField service software

Customer communications

Scheduling, follow-ups, complaints and warranty requests.

EmailSMS logsCall recordings
How your data moves

From your systems to a licensed copy

Your originals stay in your systems, untouched.

Your systems

STServiceTitanHHousecall ProPermit portalsInspection reports

You approve the scope

Systems, date ranges, clients and lines, in writing.

De-identified

People, companies, addresses and account numbers replaced or removed.

Licensed copy

Used for AI training. The license prohibits publishing or resale.

De-identification

How we handle addresses and permit numbers

Homeowner names, addresses, permit numbers tied to an address, and payment details are replaced or removed. Inspection outcomes and correction notes stay, because that is what teaches a model.

Removed before delivery

  • People's names, replaced with placeholders
  • Customer, client and company names
  • Addresses, phone numbers and emails
  • Account, policy and card numbers
  • Social Security numbers, dates of birth, health details
  • Passwords, gate and alarm codes

What buyers keep

  • The request or problem
  • The diagnosis, decision or outcome
  • Prices, quantities and timelines
  • How the work moved between people and systems

Your originals never leave your systems. Only the agreed copy is processed.

Who qualifies

What you need

Not sure how much data you have? Nobody expects you to. Volume is measured during the evaluation.

15+

Full-time employees

Office and field staff together. Technicians, crews and adjusters also raise the valuation.

3+ years of recordsMore history means a higher valuation. Archived systems count.
Records your company ownsEmail, files, CRM and operating systems in your own accounts.
Cloud or exportable systemsMicrosoft 365, Google Workspace, field service and agency systems.
US and international teamsUS companies first. Canada, the UK, the EU and Australia case by case.
FAQ

Questions owners ask

Still unsure? The evaluation is free and commits you to nothing.

Request an evaluation
Our permits list customer addresses. Is that a problem?

No. Addresses and permit numbers are replaced with placeholders before delivery. The sequence of events and the inspector's findings are kept.

Do commercial jobs count?

Yes, they're often valuable. Some commercial contracts restrict how job records can be used, so check those with your counsel. Anything you're unsure about can be left out of scope.

We run on spreadsheets and email, not field service software. Do we qualify?

Often yes. Structured spreadsheets, shared drives and years of email are all licensable. Field service software makes export easier but isn't required.

Do you need our electricians' license numbers?

No. License numbers and other identifiers for your staff are removed before delivery.

Does the evaluation commit us to anything?

No. It's free and creates no obligation. If you qualify, the final offer comes in writing after a review of your systems. Nothing leaves your systems until you sign.