Can an HVAC company sell its data to AI companies?

Often, yes, for service tickets, estimates, technician notes and maintenance-agreement history; as of October 2026, six providers name HVAC, field services, building trades, ServiceTitan or dispatch. Call recordings need a consent and card-number check first.

What does an HVAC company keep that AI buyers ask for?

A record of how equipment problems get diagnosed, priced and fixed, job after job, often at the same address for years. Miro Advisory gives the field-services workflow it helps license as “Service request through scheduling and completed repair”, and Polyshares’ FieldEdge guide (checked September 2026) says work orders with photos of equipment, maintenance and installation work link “equipment records to repeat visits and what was sold”.

Record	What it shows	Where it usually lives
Service tickets and work orders	The complaint, the diagnosis, parts, labor and outcome	ServiceTitan, Housecall Pro, FieldEdge or Jobber
Technician notes, readings and photos	Data plates, failed parts, what the technician measured	Attached to the job, or still on technicians’ phones
Estimates, sold and unsold	Repair-or-replace options and which one the homeowner chose	Field-service software; Housecall Pro marks estimates won or lost
Maintenance agreements	Recurring visits, covered equipment, renewals and cancellations	The agreements or memberships module
Installed equipment	Make, model and age at each address	Field-service software
Call recordings	How the office booked, priced and handled each call	The phone system, or ServiceTitan
Refrigerant recovery records	Location, date and refrigerant type for each appliance scrapped, and the quantity recovered each month	Paper or spreadsheets; EPA rules make technicians who recover refrigerant for disposal from appliances holding more than 5 and less than 50 pounds keep these for three years
Invoices and payments	What each job cost and when it was paid	QuickBooks or the field-service system

How these records connect inside one system, and how far back ServiceTitan keeps them, is on the ServiceTitan page.

What does one HVAC service call leave behind?

A trail of five or six linked records, most of them carrying the homeowner’s name, address, voice or the inside of the home. For example, a no-cool call in July at a hypothetical 30-truck residential company:

1. The call. The greeting says the call may be recorded. The customer service rep books a diagnostic and takes a card for the trip fee. Leaves: a recording, a customer record, a payment.
2. The diagnosis. The technician finds a failed compressor on a 14-year-old condenser, photographs the data plate and logs his readings. Leaves: notes, photos, an equipment record.
3. The options. He presents a repair and two replacement options; the homeowner picks a replacement and applies for financing on his tablet. Leaves: one sold estimate, two unsold.
4. The install. A crew replaces the system, pulls a permit, recovers the old refrigerant and logs it. Leaves: an install job, a refrigerant record, a permit.
5. The follow-up. The office registers the equipment warranty and sells a maintenance agreement. Spring and fall tune-ups follow, and a warranty call two years later refers back to the install. Leaves: an agreement, recurring jobs.

The decisions sit in steps 2, 3 and 5: what was found, offered and chosen, and what happened next. The consent and personal-data questions come from steps 1 and 2.

Which buyers say they want HVAC or field-service records?

As of October 2026, six providers’ own pages name HVAC, field services, building trades, field-service software or dispatch records. Data Licensing Report lists a provider only if its own pages name the trade, its category, or a system or record specific to it, and holds every provider to that rule.

Provider	Type	What its pages name	Size it looks for
Scale AI	Licenses directly	“Field Services (HVAC, Plumbing, Electrical)” among its industries	Prefers 40+ employees, case by case
Miro Advisory	Introducer; pays nothing itself	Field services among highlighted industries, and “Field-service dispatch” among systems	Roughly 20 to 700 employees
Polyshares	Licenses directly	Export guides for ServiceTitan, Housecall Pro, Jobber and FieldEdge, and call recordings among the records it licenses	No minimum published
Handshake AI	Licenses directly	ServiceTitan among its example sources	20+ full-time employees, 3+ years
Troveo	Licensing agent, revenue share	“Construction & Building Trades” among its snapshot industries, including a 50 to 79 person company whose systems include ServiceTitan	No minimum published
Nyne	Licenses directly	“Jobs, dispatch, calendars” and service records; no trade named	20+ U.S. W-2 employees, 3+ years

Scale AI is the only one that names HVAC itself. Telegraph Lab (affiliated with this site) and Sell My Business Data name construction but not field services or HVAC (the “dispatch records” on Telegraph’s page belong to a freight broker); they are listed on the construction page. The other providers Data Licensing Report covers name none of these on their program pages (checked October 2026).

Can we include our call recordings?

Possibly, but recordings raise two questions that service tickets do not: whether each caller was lawfully recorded, and whether what callers were told covers licensing the recording. Federal law allows recording when “one of the parties to the communication has given prior consent”, and Texas gives a defense when the person recording “is a party to the communication”. California makes it an offense to record a confidential communication “without the consent of all parties”. A Matthiesen, Wickert & Lehrer summary (posted February 20, 2014) lists twelve all-party states: California, Connecticut, Florida, Illinois, Maryland, Massachusetts, Michigan, Montana, Nevada, New Hampshire, Pennsylvania and Washington.

What callers heard matters too. ServiceTitan’s greeting options include “To ensure quality service your call may be monitored or recorded”, and the same article says complying with recording laws “is your responsibility” (updated July 10, 2026). That greeting names quality service, not licensing. In February 2025 a federal court in California let a class action under California’s wiretapping law over Google’s contact-center AI proceed, reasoning that a vendor’s capability to use call data for its own purposes could make it a third party to the call (ZwillGen, February 21, 2025). That case concerned live calls, not a later license of old recordings; how it bears on yours is a question for your lawyer.

Before recordings go into scope, find out when recording was switched on and which greeting played, which calls involve customers in all-party states, and what consent records each provider asks for (who has to clear the people in a recording). If the answers are unclear, the job records can be licensed without the recordings (leaving record types out).

What else in HVAC records needs care before anything goes out?

Card numbers on recorded calls, in-home recordings, homeowners’ details and commercial service agreements each need a check.

• Card numbers read aloud. Offices that take trip fees or agreement payments by phone may have recorded card details. The PCI Security Standards Council’s guidance says card verification codes “must not be stored after authorization, even if encrypted” and card numbers must be unreadable anywhere stored, “including in voice and screen recordings” (November 2018). ServiceTitan pauses recording when a rep opens its Charge Credit Card screen; listen to a few payment calls from older phone systems before including them.
• In-home recordings. ServiceTitan Max’s Field Pro records technicians’ conversations with customers inside the home. Its help article says recordings are “stored indefinitely” until you set a retention period, and that in two-party-consent jurisdictions an SMS notice “helps but isn’t enough”: technicians must tell customers at the door (updated July 11, 2026).
• Homeowners and their homes. Every ticket names a person and an address, and photos can show bedrooms and attics. Texas privacy rules for homeowner data are on the legal page; what providers replace is in what “anonymized” means.
• Commercial service agreements. Maintenance contracts with schools, hospitals or property managers may carry confidentiality clauses; read them as the legal page describes for GC contracts, and leave those accounts out if unsure.

What could an HVAC company’s records be worth?

No provider publishes a figure for HVAC companies. As of October 2026, the providers on this page state these ranges, all their own statements rather than deals or averages: Polyshares $100K to $2M (terms table); Handshake AI $100K to $4M (license page); Scale AI “$10K–$1M+ illustrative value per data partnership, scaling with cadence”; Miro Advisory $100K to $1M+ for operating datasets, which it calls illustrative; Nyne “commonly worth $100K or more”; and Troveo, typical full-company deals starting at six figures. Why they differ is on how much company data is worth. For an HVAC company, the inventory should state how many years of jobs sit in one system and whether recordings are in or out.

How does an HVAC owner start?

With a one-page list of systems and the oldest record in each, not with exports. A data inventory for an HVAC company usually has these rows:

1. Field-service software, current and past. Note the year of the oldest job you can open. Jobs imported from an earlier system come over without their recordings or photos, as the ServiceTitan page explains.
2. Job and invoice reports. Export them and save as CSV. The free sample tool recognizes ServiceTitan job and invoice reports and QuickBooks transaction exports, and reads other CSV reports, such as Housecall Pro’s emailed list exports, without naming the system. It replaces homeowners’ names, addresses and technicians’ names in the columns it recognizes with labels, and nothing is uploaded unless you choose to.
3. Recordings and photos. Count them; do not export them yet. The sample tool counts a folder by file type, size and date without opening it.
4. Email. Google Workspace or Microsoft 365 mail exported as .mbox or .eml.
5. What stays out for now. Calls with customers in all-party states, payment calls, in-home recordings and commercial accounts with confidentiality terms, each written as an exclusion.

Then send the application, and compare proposals as how offers work describes.