Contractors and builders: licensing your records for AI
Short answer
Specialty and general contractors sit on years of estimates, bids, change orders, daily logs and closeout records, the practical knowledge of how jobs really go. A data-licensing firm says it paid a roofing contractor $450K, a general contractor $300K and a solar installer $275K (their claims, unverified).
Why buyers want contractor records
An estimator's takeoff, a superintendent's daily log and a change-order fight carry knowledge that's hard to find anywhere else: how long things really take, what goes wrong, what it costs. AI developers working on models for construction and the trades want exactly that.
Records buyers look for
- Estimates, takeoffs and bids, won and lost.
- Change orders, RFIs and submittals.
- Daily logs, schedules and job reports.
- Service and work orders (HVAC, electrical, roofing service calls).
- Safety and inspection records, your SOPs and checklists.
- Shop drawings and your own details.
- Closeout documents and warranties.
Published examples
A data-licensing firm says it paid a roofing contractor $450K, a general contractor $300K and a solar installer $275K. These are their own claims, not verified, and not an estimate for your firm.
What usually stays out, or needs cleaning
- Architects' and engineers' drawings and specs (theirs, not yours).
- Homeowner and employee personal information, and photos with identifiable people.
- Public-agency or federal projects with data-rights clauses.
- Anything a client contract made confidential.
Typical fit
An owner-led specialty contractor or builder with roughly 20 or more staff at peak, several years of digital estimating and job records, and mostly commercial or a mix of commercial and residential work.
Quick questions
Are job site photos useful?
They can be, especially with the job records around them. Photos showing people's faces or homeowners' property raise privacy questions, so expect them to be filtered.
Who owns the drawings on our jobs?
Drawings from the architect or engineer usually belong to them, not to you. Your own estimates, shop drawings, logs and internal records are usually yours.
We do mostly residential work. Does that matter?
Residential records contain more homeowner personal information, which needs careful cleaning. Your own estimating and operating records can still qualify.
Want an honest read on your own records?
Describe what you have in a few lines. I'll tell you whether buyers look for it. No files needed.
Ask for a free fit check You pay nothing · I never touch your files · Nothing happens without your written OK