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Industry · Construction

Construction data licensing for AI.

Quick answer

Construction firms hold detailed records of how projects are estimated, coordinated and built: bids, RFIs, submittals, daily logs and change orders. AI developers building estimating, document-control and project-management tools value this data because it is rarely public and highly specialized.

Business context#

Construction documentation is fragmented across project-management software, email and drives — but years of projects create a deep record of expert decisions.

  1. 01Your work records
  2. 02Personal details removed
  3. 03You approve the release
  4. 04Licensed to AI developers
How it works with SourceX: Your work records → Personal details removed → You approve the release → Licensed to AI developers.Illustrative

Valuable construction datasets#

Valuable construction datasets
DatasetWhat it contains
Estimates and bidsQuantity takeoffs and pricing decisions
RFIs and responsesQuestions and resolutions between trades and designers
SubmittalsProduct approvals and review comments
Daily logsSite conditions, labor and progress
Change ordersScope changes, reasons and costs

How AI developers use it#

  • Estimating models
  • Document-control agents
  • Schedule-risk prediction
  • Spec compliance review

Privacy, legal and security considerations#

  • Owner and design-team contract terms
  • Subcontractor confidentiality
  • Project security restrictions
  • Worker identifiers in logs and photos

How SourceX approaches it#

We start with a description of your systems — no data leaves your company during assessment. If there's relevant demand, we propose scope, permitted use and preparation requirements for your approval, and nothing is delivered without an executed agreement and your explicit authorization.

Related data categories

Systems that hold this data#

  • ERP systems
  • ServiceNow
  • Field-service software
  • Industry software
  • Jira
  • Asana
  • Procore
  • Monday.com
  • QMS software
  • Contact-center QA tools
  • Spreadsheets
  • Confluence
  • Notion
  • Google Drive
  • SharePoint

How much data is enough#

As a general guide, buyers look for years of consistent history (typically 2+ years) and tens of thousands of records or more in one system. Smaller sets can qualify when the work is rare. Assessed deal by deal.

Sample record

Illustrative · fictional

record_id
rec_8f21c0
created / closed
2023-04-11 → 2023-04-12
category
Billing question
request
Customer [NAME] asks why invoice [ID] was charged twice.
steps
1. Checked payment log 2. Found duplicate 3. Issued refund
outcome
Resolved · refund issued
actors
customer, agent_tier1

Rules that may apply

  • Federal Wiretap Act 18 U.S.C. 2511

    Applies to recorded calls and intercepted communications; some states require all-party consent. Assessed deal by deal.

  • California Consumer Privacy Act Cal. Civ. Code 1798.100 et seq.

    May apply where records include personal information of California residents and the business meets the law's thresholds. Assessed deal by deal.

Reviewer note: applicability is confirmed with counsel for each deal. Not legal advice.

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Frequently asked questions

Do photos count?

Site photos can be valuable for vision models once people and identifying details are handled.

Related resources

See if your company qualifies

A short company assessment. No data uploads are needed.

See if your company qualifies Talk to SourceX
See if your company qualifies