Vickery Energy StrataSource AI land-title research with Quantum
The 2026 Quantum report names Vickery Energy and StrataSource AI, used in West Virginia leasing. Earlier Microsoft reporting left the operator unnamed.
Quantum Capital Group / Vickery Energy StrataSource AI land-title research with Quantum
AI-276 · Source-linked project profile. Read the scope, reported result and what remains unknown.
Open the interactive projectHow to read this evidenceWhat the source says
Vickery Energy, identified in Quantum’s 2026 report, uses Azure OpenAI to read deeds, leases and conveyances for ownership, heirship and lease availability. Custom Azure Document Intelligence OCR handles scanned historical records, including handwriting.
- Company
- Quantum Capital Group
- Department
- Land & legal
- Record type
- company_adoption
- Disclosed stage
- Operating use described by source; go-live date and full rollout scope not established.
- Source date
- 2026-04-30
- Source-date precision
- day
- Source provenance
- C · Supplier-reported
- Review disposition
- Source-attributed; not an independent validation
Reported result
Microsoft reports almost 10,000 documents in the largest production run, completed in 40 hours versus an estimated 40 business days of landmen’s work.
What this does not establish
The sponsor reports 640 parcels and 9,520 documents in ~40 hours versus an estimated ~40 business days. Difficult records go to human review. Accuracy, complete costs and replacement of legal title opinions are not established.
A specific workflow is disclosed; costs and comparable net-cash returns remain unreported.
Original sources
- Land-title research at an unnamed Quantum portfolio company · 2026-04-30
From the field to the back office and beyond — land-title research paragraphs
- Quantum 2026 Stakeholder Report · 2026
Pages 11–15; page 68 disclaimer
Disclosure history
A source grade describes provenance, not independent verification. This is a research profile, not a measure of net return. Report a correction.