Sell construction company data to AI companies

Why AI companies want construction data right now

Construction runs on coordination. An estimator turns a set of drawings into a bid, a project manager chases RFIs and submittals, a superintendent flags a problem, and someone negotiates the change order that follows. AI companies are building agents for exactly that work – reading plans, drafting RFIs, checking submittals against specs, tracking cost against budget – and they need to learn from how real teams handle it.

Little of this is public. Bid results and permits show the outcome; the thinking happens in email threads with subcontractors, in Procore logs, in spreadsheets of takeoffs and in the internal chat where the office and the site sort out what changed. That is why construction ranks among the industries in highest demand today, together with law firms and banks and lenders.

Selling construction data to AI companies in practice means licensing it: the buyer gets a limited right to train on an agreed, cleaned selection, and you keep your records.

What carries the value

The most valuable construction archives show a project from first estimate to closeout, across the systems the office team uses every day:

A project is most useful when its pieces come linked: the RFI, the answer, the change order it caused and the cost that hit the job. Years of history across many projects – three years at least, five or more is better – push the value further. Different project types help too: commercial, multifamily, healthcare, civil and specialty trades each add something new.

If your firm also does heavy design work in CAD, that is valued in its own right – see CAD and engineering data and architecture firm data.

Who fits and how to count your staff

• General contractors and construction managers with commercial or public work.
• Home builders and multifamily developers with a central office.
• Specialty and trade contractors – mechanical, electrical, concrete, steel – with their own estimating and project management teams.
• Design-build firms, where estimating and design sit in the same company.

Construction deals typically start from about 50 office staff. Count the people at desks: estimators, project managers, project engineers, schedulers, purchasing, accounts, HR and admin. Field crews and craft labor don't count, because their work rarely lives in the systems above. A builder with 200 people in the field may still have about 50 in the office – that is the number that matters. Bigger office teams get bigger offers, and 100 or more office staff get the largest.

Internal communication should mainly be in English, and the company needs to own its records. Where a joint venture partner or an owner controls a project's files, that project is checked separately.

What is handled separately

Sensitive content is filtered inside each system, not by dropping systems:

• Design documents owned by others – architects', engineers' and owners' drawings and specs – are checked against the contract and usually left out.
• Personal data about employees, homeowners and subcontractor staff is removed or replaced before delivery.
• Payroll, certified payroll details and HR records are filtered out.
• Bank account details for subs and suppliers are removed.
• Projects under confidentiality terms, for example some public, defense or private owner work, are reviewed project by project.

This describes how it generally works today, not legal advice. What can be included depends on your contracts and your records, and every deal is assessed case by case. Leaving out a whole system lowers the offer, because the links between the RFI, the email and the cost are lost.

What construction companies typically receive right now

Smaller companies in high-demand industries are quoted individually. These are indicative ranges from what we see in the market right now, not offers – the real number comes in a written offer after a review, and depends on your industry, years of history, which systems are included and demand at the time.

With construction in the highest demand right now, builders with a full project record across their systems tend to land toward the top of their band. Our data value estimator gives a first estimate in about two minutes.

How a deal works

1. You describe the company – office staff, systems, project types and years of history. About two minutes, nothing uploaded.
2. We review fit, ownership and demand, and get back to you within 48 hours on business days.
3. You approve a written offer, or decline. Nothing is shared before you say yes.
4. Clean-up and delivery. Personal data, design files owned by others and other excluded content are filtered, then the agreed records are delivered and payment is made.

Deals move fastest when a decision maker can sign within about two weeks of the first call. The review is free – we only get paid when a deal goes through. More on how it works. For the full picture across industries, see how to sell data to AI companies.