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 cost to you, ever

- LeadHomeowner adding an EV charger asks about capacity
- Site visit100A panel, load calculation shows a shortfall
- Estimate200A upgrade with utility coordination, two options
- Permit and inspectionRough-in flagged by the inspector, corrected next day
- Close-outFinal passed, utility reconnect, invoice paid
Teaches a model how scope, code requirements and the utility shape a job.Illustrative example
15 office + 35 field staff, 5 years
Plus 3 or more years of records in your own systems.
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. Buyer figures are as published by that buyer; no affiliation implied.
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.
Permits, inspections and corrections
How jobs move through the AHJ, what gets flagged, and how corrections are made.
Job costing and change orders
How estimates compare with actual labor and material, and why scope changed.
Estimates and proposals
How work is scoped, priced and presented, including the options customers turn down.
Customer communications
Scheduling, follow-ups, complaints and warranty requests.
From your systems to a licensed copy
Your originals stay in your systems, untouched.
Your systems
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. Never published or resold.
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.
What you need
Not sure how much data you have? Nobody expects you to. Volume is measured later, on a call.
Full-time employees
Office and field staff together. Technicians, crews and adjusters raise the valuation.
Questions owners ask
Still unsure? The valuation is free and commits you to nothing.
Request an evaluationOur 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 valuation 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.
See what your plumbing & electrical records could be worth.
Free, about two minutes, no obligation.