For an operator. A proposal based on a public-source case, not a company plan or a return forecast.
What the peer actually reports
Which assets?
Sponsor account: 640 parcels and 9,520 documents in West Virginia.
Who acts?
Azure OpenAI and document recognition help trace ownership and heirship. Difficult records go to people.
What is reported?
About 40 hours versus an estimated 40 business days; Microsoft describes roughly 10,000 documents.
Measurement period
A reported document-processing run; recurring production throughput is not established.
Comparison baseline
Estimated manual comparison, not a controlled trial with a published accuracy benchmark.
Who reports it?
Vendor customer story and sponsor report
Full costs
Full implementation and ongoing costs are not disclosed in the selected sources.
What remains unresolved?
Processing speed does not establish legal correctness. Accuracy, full costs and replacement of title opinions are not established.
What to establish before a trial
Build a legally reviewed reference set that includes difficult handwriting, conflicting chains and missing documents.
Suggested owner: Land and legal (proposed role, not a confirmed contact).
Measure: Correct ownership conclusions, missed exceptions, human review time and cost per accepted parcel.
Stop or redesign: Stop if faster processing conceals ownership errors or unsupported conclusions.
Fix the baseline and measurement period before changing the work. Define approval, override and fallback responsibilities. Include integration, human review, ongoing service and support costs. Check whether the benefit lasts after the pilot.
Original sources and locations
Land-title research at an unnamed Quantum portfolio company · 2026-04-30 Microsoft customer story. Location: From the field to the back office and beyond — land-title research paragraphs Register review: Original land-title passage reopened 10 October 2026; prior full-document review 6 October 2026. Results remain vendor-reported.; accessed 2026-10-10. Disclosure is not independent outcome validation.
An editorial comparison of twelve selected profiles already in the Sunya register. Categories describe the action authority established by the selected sources, not safety certification or a maturity score. Evaluation ideas are Sunya proposals, not company plans, buying intent or measured returns.