Industries
Construction: what your operating records are worth to AI research
A construction company's unit of work is the project: bids, schedules, change orders and closeout. Homeowner contact details and worker identifiers on site logs are never shared. A project file full of personal details is a limited candidate until the fit check.
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| Fact | Detail |
|---|---|
| Unit of work | project |
| First exclusion | homeowner contact details |
| First rule | Before any contract of more than $100,000 is awarded for the construction, alteration, or repair of any public building or public work of the Federal Government, the person awarded the contract must furnish a performance bond and a payment bond. The payment bond protects all persons supplying labor and material. Its amount equals the total amount payable by the contract unless the officer awarding the contract determines, in a writing supported by specific findings, that a bond in that amount is impractical. In that case the amount is not less than the performance bond. A contracting officer may waive both bonds for work performed in a foreign country if the officer finds that furnishing them is impracticable. govinfo |
| Second rule | In a fixed-price construction contract that includes FAR 52.232-5, the Government makes progress payments monthly as the work proceeds, or more often if the contracting officer decides. If satisfactory progress was achieved, payment is made in full. If satisfactory progress has not been made, the contracting officer may retain a maximum of 10 percent of the payment until satisfactory progress is achieved. When the work is substantially complete, the contracting officer may retain the amount considered adequate to protect the Government and shall release the remaining withheld funds. eCFR |
What Construction operating records look like
Construction operating records are the project: bids, schedules, change orders, and closeout, and they are not the homeowner's contact details on the file.
Bidding a project records the scope, the exclusions in the bid, and the date it went out. Processing a change order records the reason and the schedule hit. The homeowner's phone and the worker's id on the site log are personal details. The project events can be discussed once those are gone.
Other sectors are grouped under company data licensing by industry.
The license itself is explained in how to sell company data to AI companies.
Workflows in Construction that AI research can learn from
Bidding a project, processing a change order, and closing out are three trails inside one project a contractor runs in the field.
- bidding a project
- processing a change order
- closing out
Closing out records punch items and the handover, not the family's name. The full project matters because a final invoice hides the change orders.
For a related sector's records, read manufacturing company data for AI research or retail company data for AI research.
Systems Construction companies usually run
Mail, the books, and file storage hold the office side of a project. A project system is named only as plain text.
Microsoft 365 holds the bid set. QuickBooks Online holds job cost. Dropbox holds drawing exports that may still contain a title block with a homeowner name. The project system is listed as plain text.
| System | Category | Why it holds this sector's work |
|---|---|---|
| Microsoft 365 | Email and collaboration | Bid sets and transmittals sit in mail and documents. |
| QuickBooks Online | Finance and accounting | Job cost sits in the books. |
| Dropbox | Documents and storage | Drawing exports sit in file storage. |
| project system | Industry system | The live schedule and the RFI log sit in the project system. |
What a Construction license leaves out
Homeowner contact details and worker identifiers on site logs stay out, even when they were filed on the project file itself at closeout.
- homeowner contact details
- worker identifiers on site logs
Homeowner contact details include the name, the phone, and the site address when it is a home. Worker identifiers on site logs include the badge and the name. Finished jobs do not replace the fit check.
The details that never leave any company are listed in what is never shared.
Rules cited for Construction records
A note about a project quotes a specific public lien or retention rule only when that rule is real, and it does not invent one.
The notes quote the Miller Act payment bond for a federal public work, retainage in a fixed-price federal construction contract, Davis-Bacon payroll records, and the construction safety rules on inspections, prime-contractor responsibility, and instruction. They do not say a contractor qualifies.
| Rule | What the source says | Source |
|---|---|---|
| 40 U.S.C. 3131 — Bonds of contractors of public buildings or works | Before any contract of more than $100,000 is awarded for the construction, alteration, or repair of any public building or public work of the Federal Government, the person awarded the contract must furnish a performance bond and a payment bond. The payment bond protects all persons supplying labor and material. Its amount equals the total amount payable by the contract unless the officer awarding the contract determines, in a writing supported by specific findings, that a bond in that amount is impractical. In that case the amount is not less than the performance bond. A contracting officer may waive both bonds for work performed in a foreign country if the officer finds that furnishing them is impracticable. | govinfo |
| 48 CFR 52.232-5 — Payments under fixed-price construction contracts | In a fixed-price construction contract that includes FAR 52.232-5, the Government makes progress payments monthly as the work proceeds, or more often if the contracting officer decides. If satisfactory progress was achieved, payment is made in full. If satisfactory progress has not been made, the contracting officer may retain a maximum of 10 percent of the payment until satisfactory progress is achieved. When the work is substantially complete, the contracting officer may retain the amount considered adequate to protect the Government and shall release the remaining withheld funds. | eCFR |
| 29 CFR 5.5 — Contract provisions and related matters | For a covered construction contract in excess of $2,000, 29 CFR 5.5 requires the contractor and any subcontractor to keep regular payrolls and other basic records during the work and for at least 3 years after all the work on the prime contract is completed. Those records include each worker's name, Social Security number, last known address, classification, hours, and wages paid. The contractor or subcontractor also submits weekly certified payrolls. The weekly transmittal does not include the full Social Security number or the last known address. It uses an identifying number for each worker, such as the last four digits of the Social Security number. Certified payrolls are preserved for 3 years after the prime contract work is completed. | eCFR |
| 29 CFR 1926.20 — General safety and health provisions | Under 29 CFR 1926.20, it is the employer's responsibility to initiate and maintain the programs necessary to comply with the construction safety and health standards in 29 CFR part 1926. Those programs provide for frequent and regular inspections of the job sites, materials, and equipment by competent persons the employer designates. The employer permits only employees qualified by training or experience to operate equipment and machinery. Machinery, tools, materials, or equipment that do not comply with an applicable requirement of that part are tagged or locked to make them inoperable, or they are physically removed. | eCFR |
| 29 CFR 1926.16 — Rules of construction | Under 29 CFR 1926.16, the prime contractor is not relieved of overall responsibility for compliance with 29 CFR part 1926 for all work to be performed under the contract. By contracting for full performance of a contract subject to section 107 of the Act, the prime contractor assumes all obligations prescribed as employer obligations under those standards, whether or not any part of the work is subcontracted. A subcontractor that agrees to perform any part of the contract also assumes responsibility for complying with the standards for that part. For subcontracted work, the prime contractor and the subcontractor have joint responsibility. | eCFR |
| 29 CFR 1926.21 — Safety training and education | Under 29 CFR 1926.21, the employer shall instruct each employee in the recognition and avoidance of unsafe conditions and in the regulations applicable to the work environment to control or eliminate hazards or other exposure to illness or injury. Employees required to handle poisons, caustics, or other harmful substances shall be instructed in safe handling and use, and made aware of the potential hazards, personal hygiene, and personal protective measures. Employees required to handle flammable liquids, gases, or toxic materials shall be instructed in the safe handling and use of those materials and in the specific requirements in the applicable subparts of 29 CFR part 1926. | eCFR |
Wind-down specifics for Construction
Finishing a job does not turn homeowner files into a licensable archive. The project events are the record, and personal details stay out.
Export the schedule and the change-order log with names removed. Leave homeowner files and badge lists out. A finished job is not a bid for the firm.
- Export the schedule and the change-order log with names removed.
- Leave homeowner files and badge lists out.
- A finished job is not a bid for the firm.
General information only. This is not legal, tax or financial advice.
Related
- Industries
What operating records look like by sector, and what is left out.
- How to sell company data
How to sell or license company data to AI companies, and which route fits.
- What's shared
Which records can be licensed, which details never leave, and what you approve.
- Eligibility
Staff, records, daily-use systems, and the right to license, plus a checker.
- Estimate
US payout bands by staff at peak, and the estimator that uses them.
- Manufacturing
Work orders, with worker names left out.
- Retail
Orders, with shopper identity and card numbers left out.
Questions about construction company data for AI research
Which homeowner details on a project file never leave a construction company in a license?
Homeowner contact details never leave a construction company in a license. That includes the name, the phone, and a house address. Worker identifiers on site logs stay out with them, including the badge and the name. The project that can be discussed is bids, schedules, change orders, and closeout. The family's file is not the project event log.
What project events remain after homeowner and worker names are removed?
After homeowner and worker names are removed, a project still shows the bid scope, the date the bid went out, the change-order reason, the schedule hit, the punch items, and the handover. Bidding a project, processing a change order, and closing out are the trails. A final invoice hides the change orders. The badge list is not one of those events.
Which project and accounting systems should a contractor inventory?
Inventory Microsoft 365 for the bid set, QuickBooks Online for job cost, and Dropbox for drawing exports. A title block can still contain a homeowner name, so strip it. The project system is named only as plain text and still belongs in the inventory. Do not export the homeowner file or the badge list with the schedule.
Is a construction company eligible because it has finished jobs?
No. Finished jobs do not make a construction company eligible. The fit check decides. A project file full of personal details is a limited candidate until that check. The unit of work is the project, and homeowner contact details stay out. A finished job is not a bid for the firm, and it does not replace the staff and records rules.
Sources
- govinfo. 40 U.S.C. 3131 — Bonds of contractors of public buildings or works. Checked 2026-11-04
- eCFR. 48 CFR 52.232-5 — Payments under fixed-price construction contracts. Checked 2026-11-04
- eCFR. 29 CFR 5.5 — Contract provisions and related matters. Checked 2026-11-04
- eCFR. 29 CFR 1926.20 — General safety and health provisions. Checked 2026-11-04
- eCFR. 29 CFR 1926.16 — Rules of construction. Checked 2026-11-04
- eCFR. 29 CFR 1926.21 — Safety training and education. Checked 2026-11-04