#1047
100–500 employees · 12 yrs operating · 8 yrs of history · 35,000+ project records
This asset scores in the top decile because it pairs unusual historical depth with genuine cross-system connectivity: the same project can be traced from estimate through change order, procurement and final invoice. Outcome labels are recoverable, which makes the asset suitable for evaluation as well as training. The score is held below 90 by licensing readiness — owner master agreements have not yet been reviewed for downstream AI use — and by moderate de-identification effort on client and subcontractor identifiers.
35,000+ project records across eight fiscal years.
Continuous history since 2018 with no system migration gaps.
Multi-party approval chains with real exception handling.
Records join cleanly across four systems on project and vendor keys.
Commercial construction operations are largely absent from open corpora.
Field completeness is strong; free-text notes are inconsistent pre-2020.
Won/lost bids, margin variance and schedule slip are all recoverable.
High buyer demand for construction vertical agents.
Long-horizon, tool-using workflows map directly to agent evaluation.
Owner-master agreements require review for downstream AI use.
Client and subcontractor identifiers require de-identification.
Qualified · $18M raised · AWAITING SELLER
Intended use — Training and evaluating a construction project-management agent. Training use only, no resale, no derivative dataset distribution.
Qualified · enterprise account · PLATFORM REVIEW
Intended use — Long-horizon agent evaluation benchmark. De-identified derivatives only.
Qualified · Series A · APPROVED
Intended use — Estimating and change-order model fine-tuning within a single vertical product.
Anonymity
Buyers see this listing only as #1047. Declining is private and does not affect your listing standing.
| Deal | Buyer | Stage | Updated | Owner |
|---|---|---|---|---|
| D-2201 | Verified AI Agent Company · Series B | NDA | 2026-08-28 | SentryRights diligence |
| D-2199 | Frontier Model Developer | Buyer qualification | 2026-08-24 | SentryRights diligence |
| D-2160 | Vertical AI Company · Construction | Interest | 2026-08-15 | — |
Company-generated operational records held in owned tenants.
Procore, QuickBooks, Salesforce, Microsoft 365.
Subcontractor submittals present in RFI threads.
Owner entities named in contract documents.
Approver identities appear in workflow audit trails.
Names and work emails in comment threads.
Owner master agreements not yet reviewed.
Pending rights review.
Eight years retained; no scheduled destruction.
US-only operations; no cross-border transfer issues identified.
Seller prefers training plus evaluation, no resale.
Entity and person pseudonymisation required pre-sample.
Stage sequence
Business → Data asset assessment → Anonymous listing → AI buyer discovery → Buyer request → Seller approval → NDA → Data rights + privacy review → De-identification → Secure sample / diligence → License → Payment
Demo data — illustrative sample listings, not live marketplace records