# Construction Contractor Paid $320,000 for Data: Case Study

> A 15-person construction contractor was paid $320,000 to license RFIs, change orders, daily logs, estimates and job photos. One outcome, not a forecast.

Canonical: https://origindatapartners.com/case-studies/construction-contractor-project-records-320000
By: Origin Data Partners
Status: Published
Published: 2026-11-12
Updated: 2026-11-12
Sources checked: 2026-11-12

## Quick answer

A 15-person construction contractor was paid $320,000 for licensing its RFIs, change orders, daily logs, estimates and job photos. This is one deal Origin helped place, not a forecast for another contractor: what a buyer pays depends on the records, the rights, demand and the agreed scope.

## Key points

- The records were the project trail: RFIs, change orders, daily logs, estimates and job photos.
- A contractor licenses only what it controls. Drawings usually belong to the designer.
- Worker names, payroll and injury records stay out.
- A data license is not a construction company valuation and does not sell the company.

## Deal facts

These are deals Origin helped place. Company and buyer names stay private, and each is an individual outcome, not a forecast for another company: what a buyer pays depends on the records, rights, demand and agreed scope. See [all case studies](https://origindatapartners.com/case-studies).

- Company type: Construction contractor
- People: 15
- Records licensed: RFIs, change orders, daily logs, estimates and job photos
- Amount paid: $320,000


## What was a 15-person construction contractor paid for its data?

A 15-person construction contractor was paid $320,000 for licensing RFIs, change orders, daily logs, estimates and job photos. It is one deal Origin helped place and an individual outcome, not a forecast for another contractor.

Company and buyer names stay private. The rest of this page is general, sourced context: what project records show, who owns which document, what buyers publish and how Origin's process works. For the US market view, see [selling construction company data](https://origindatapartners.com/sell-company-data/united-states/construction-companies).


## What records did the construction contractor license?

Five record types that a contractor writes or captures during a job. Origin's [guide to construction project records](https://origindatapartners.com/guides/sell-construction-project-records-ai) covers the wider set, including submittals and schedules.

| Record type | What it shows an AI model | What must be removed or checked |
| --- | --- | --- |
| RFIs (requests for information) | A field problem, the design team's answer and how long it took | Names; answers that quote drawings owned by the designer |
| Change orders | A change in scope tied to its reason, its price and its schedule effect | Confidential pricing if the contract says so; owner names |
| Daily logs | Weather, crews, deliveries, inspections and delays, day by day | Worker and visitor names; any injury details |
| Estimates | Quantities and unit costs, and how a contractor prices a job | Subcontractor and supplier quotes given in confidence |
| Job photos | Site conditions and progress, matched to dates in the logs | Faces, plates and anything identifying a private home owner |


## What do AI companies do with RFIs, change orders and daily logs?

Buyers publish the general aim. Handshake says "Business records help AI models learn how companies work." and lists AutoCAD among the sources it buys from ([Handshake AI](https://joinhandshake.com/ai/data-partnerships/license/)). Mercor says frontier models are being trained to work inside companies, "navigating real tools, workflows, and decisions." ([Mercor](https://www.mercor.com/data/)).

Construction records are a strong example of that. An RFI that triggered a change order, with the cost and the delay it caused, shows cause and effect across weeks of work. Estimating, scheduling and document review tools need exactly those linked examples. See also [robots in construction](https://origindatapartners.com/physical-ai/robots-in-construction) for the separate market in recorded site work.


## How much is a construction company's data worth?

In this deal, $320,000 for a 15-person contractor. The programs below publish general figures for company data; none publishes a price for construction records. Origin's [case studies](https://origindatapartners.com/case-studies) list each deal it has helped place as an individual outcome.

These are what the programs publish, not offers. Handshake's estimate form adds: "This is an indicative estimate only and is not an offer to purchase your data." ([Handshake AI](https://joinhandshake.com/ai/data-partnerships/license/); [Mercor](https://www.mercor.com/data/); [micro1's published data partnership terms](https://origindatapartners.com/guides/micro1-company-data-partnerships).)

| Published program | What it says about payment | Who it says it wants | Read on |
| --- | --- | --- | --- |
| [micro1 company data partnerships](https://origindatapartners.com/guides/micro1-company-data-partnerships) | Payments "typically ranging from $100K to over $3M"; tiers start at "$100K-500K Qualified Enterprise Data Partnerships" | "established companies with 30+ full-time employees" | 12 November 2026 |
| [Handshake AI data partnerships](https://origindatapartners.com/guides/handshake-ai-data-partnerships) | "$100K to $4M+ payouts" | "companies with 20+ full time employees & 3+ years in operation" | 12 November 2026 |
| [Mercor data monetization](https://origindatapartners.com/guides/mercor-data-monetization-program) | No dollar range published; pay is "based on data volume, the tools you connect, and the depth of your data" | No construction category listed; pay depends on volume, tools and depth | 12 November 2026 |


## How much is my construction company worth, and is this part of it?

A construction company valuation and a data license answer different questions. The valuation prices the business you might sell: backlog, equipment, crews, bonding capacity and earnings. A data license is a separate agreement over a prepared copy of project records. The company keeps its records and keeps building, and no ownership changes hands.

If you are asking how much your construction company is worth or how to sell it, start with [what is my business worth](https://origindatapartners.com/guides/what-is-my-business-worth) and [how to sell a business](https://origindatapartners.com/guides/how-to-sell-a-business). Origin also tracks [construction profit margins](https://origindatapartners.com/physical-ai/construction-profit-margin).


## Can a small construction company sell its data?

A 15-person contractor was paid in this deal. Origin's [case studies](https://origindatapartners.com/case-studies) also state that a 10-person field service contractor and a 12-person accounting and tax firm were each paid $235,000, and that years of linked records matter more than headcount.

Published programs set their own bars. Handshake says it looks for "companies with 20+ full time employees & 3+ years in operation" ([Handshake AI](https://joinhandshake.com/ai/data-partnerships/license/)), and micro1 for 30 or more full-time employees ([micro1's published data partnership terms](https://origindatapartners.com/guides/micro1-company-data-partnerships)). For a small builder, many closed jobs with RFIs, change orders and logs that reference each other say more than headcount.


## What has to be removed or checked first?

Two questions come first on any construction file: who owns each document, and whose personal details are in it. This is a map for your lawyer, not legal advice.

- Design documents. Under the AIA owner-architect agreement B101-2017, "the Architect and the Architect's consultants are deemed the authors and owners of their respective Instruments of Service, and they retain all common law and statutory rights, including copyright." The owner's license is limited: "The Owner receives a license to use the Instruments of Service solely and exclusively for constructing, using, maintaining, altering and adding to the Project." ([AIA Contract Documents](https://help.aiacontracts.com/hc/en-us/articles/1500009310881-the-rights-of-an-architect-s-instruments-of-service)). Leave drawings and specifications out unless the designer agrees.
- Payroll. On federally assisted work, payroll records "must contain the name; Social Security number; last known address, telephone number, and email address of each such worker" ([29 CFR 5.5](https://www.law.cornell.edu/cfr/text/29/5.5)). Certified payroll stays out.
- Injury records. OSHA rules say that for a "privacy concern case," you may not enter the employee's name on the OSHA 300 Log ([29 CFR 1904.29](https://www.law.cornell.edu/cfr/text/29/1904.29)). Daily logs that mention injuries need the same care.
- Contract clauses. Prime contracts and subcontracts can treat project records or pricing as confidential or as owner deliverables. Check each project before it is included.


## How does the process work?

A contractor does not need to export its project management system or share a single drawing to start. Origin's four steps are set out on [how it works](https://origindatapartners.com/how-it-works). No files or system access are required to begin.

- Describe the company. Start with your company name, website and contact details, then add your industry, team size, country and the types of records your business has.
- Talk through the opportunity. Origin follows up and, together with you, organizes a Company Licensing Brief: categories, questions to resolve, unknowns and a possible next step. The brief is not a valuation, rights clearance or a receiving program's acceptance, and sometimes the right conclusion is that there is no clear route to pursue.
- Explore a relevant opportunity. Origin explains the proposed recipient and the company information to be shared. Your authorized contact approves that named introduction before it is made, and permission to introduce your company does not authorize access to records.
- Assess the terms. Your company reviews the proposed license and decides whether to proceed: the records, permitted uses, delivery requirements and payment conditions. The [data licensing agreement guide](https://origindatapartners.com/guides/data-licensing-agreement) lists the clauses to check.


## What should a construction contractor do next?

List your closed jobs for the last several years and note which ones have RFIs, change orders and daily logs in one system. That list is enough for a first conversation.

These are deals Origin helped place. Company and buyer names stay private, and each is an individual outcome, not a forecast for another company: what a buyer pays depends on the records, rights, demand and agreed scope. See [all case studies](https://origindatapartners.com/case-studies).

Origin Data Partners works with companies that own data and helps get it bought. We are independent of the services on this page, and a buyer may pay us when a deal closes ([how Origin is paid](https://origindatapartners.com/referral-disclosure)). [See what your data is worth](https://origindatapartners.com/check-fit).

Does your company hold records like these? [See what your data is worth](https://origindatapartners.com/check-fit).


## Questions and answers

### How much did a 15-person construction contractor get paid for its data?

A 15-person construction contractor was paid $320,000 for licensing RFIs, change orders, daily logs, estimates and job photos. It is one deal Origin helped place, not a forecast.

### Can a contractor license drawings and specifications?

Usually not on its own. Under the AIA B101-2017 agreement the architect and its consultants own their Instruments of Service, and the owner's license is limited to the project. Leave them out unless the designer agrees.

### Is a data license part of a construction company valuation?

No. A construction company valuation prices the whole business. A data license is a separate agreement over a copy of records and does not transfer ownership of the company.

### Can a small construction company sell its data?

Small firms have been paid: this 15-person contractor received $320,000. Some published programs set minimums of 20 or 30 employees, so many closed, well-linked jobs matter most for a small builder.

### What must come out of daily logs before licensing?

Worker and visitor names and any injury details. OSHA rules protect the names in privacy concern cases, and payroll records with Social Security numbers stay out entirely.

## Sources

- [Handshake AI: Get paid for your company data (data partnerships)](https://joinhandshake.com/ai/data-partnerships/license/)
- [Mercor Data: Monetize your data (published program page)](https://www.mercor.com/data/)
- [AIA Contract Documents: The rights of an architect's Instruments of Service](https://help.aiacontracts.com/hc/en-us/articles/1500009310881-the-rights-of-an-architect-s-instruments-of-service)
- [29 CFR 5.5: Davis-Bacon contract provisions, including payroll records](https://www.law.cornell.edu/cfr/text/29/5.5)
- [29 CFR 1904.29: OSHA forms and privacy concern cases](https://www.law.cornell.edu/cfr/text/29/1904.29)

## Related reading

- [/sell-company-data/united-states/construction-companies](https://origindatapartners.com/sell-company-data/united-states/construction-companies)
- [Sell Construction Project Records to AI Companies](https://origindatapartners.com/guides/sell-construction-project-records-ai)
- [Licensing CAD files and engineering data to AI companies](https://origindatapartners.com/guides/license-cad-engineering-data-ai)
- [Construction profit margin: what contractors keep (2025 data)](https://origindatapartners.com/physical-ai/construction-profit-margin)
- [What is my business worth? How business valuation works](https://origindatapartners.com/guides/what-is-my-business-worth)
- [/case-studies](https://origindatapartners.com/case-studies)
- [/how-it-works](https://origindatapartners.com/how-it-works)
- [How much do AI companies pay for company data?](https://origindatapartners.com/guides/company-data-value)
- [/case-studies/field-service-contractor-work-orders-235000](https://origindatapartners.com/case-studies/field-service-contractor-work-orders-235000)
- [/case-studies/trucking-company-dispatch-eld-data-355000](https://origindatapartners.com/case-studies/trucking-company-dispatch-eld-data-355000)