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Industries · Real Estate

Intelligence across every lease, deal, and asset.

From lease abstraction to market research to closing packages, Linkt deploys AI around how your real estate team actually transacts and operates.

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Use cases

Where Linkt goes to work in real estate.

Turn the documents and data behind every deal into a working, auditable asset.

Lease abstraction

Extract dates, rents, options, and clauses from leases into structured, searchable data.

Market & comparable analysis

Assemble comps, trends, and submarket data to support underwriting and valuation.

Closing & transaction docs

Process purchase agreements, title, and closing packages — and flag exceptions before they slip.

Property & deal research

Pull ownership, zoning, permits, and tenant signals into a single working picture.

Portfolio reporting

Roll up performance, lease expirations, and exposure across the portfolio on demand.

Tenant & lead communications

Draft and triage tenant requests and prospect inquiries, routing what needs a human.

In practice

Why this is harder than it looks.

The portfolio is a filing cabinet pretending to be a database.

Rent steps, options, escalations and obligations are all sitting in executed documents, which means the answer to a straightforward portfolio question is often a person and an afternoon. Abstraction turns that cabinet into something you can actually query.

Details decide deals.

A missed option date or a mis-read escalation is not a rounding error, it is money. Every extracted figure traces back to the page it came from, so a number in a model can be checked against the executed document without opening a box of PDFs.

Research is assembly, and assembly scales.

Ownership, zoning, permits, comparables and tenant signals live in a dozen places, and the work of putting them into one picture is mechanical without being trivial. Doing it continuously means the picture is ready when the deal appears, not three days after.

Confirmed before it books.

Abstractions and figures are reviewed by your team before they hit systems of record. The system's job is to arrive at a complete, sourced draft — not to quietly write numbers into the place everyone downstream trusts.

Built for real estate

Accurate where the details decide the deal.

Document-grounded

Every extraction traces back to the source page, so numbers are auditable.

Your data stays yours

Deal and tenant data never becomes someone else's training set.

Review before it books

Abstractions and figures are confirmed by your team before they hit systems of record.

How we deploy

Embedded, in production, in weeks.

The same three moves on every engagement, whatever the workload.

01

Embed

Forward-deployed engineers sit with your team to learn the real workflows, constraints, and definitions of done.

02

Deploy

We stand up intelligence around your systems — scoped, secured, and shaped to your operation from the first build.

03

Compound

What ships keeps improving and stays yours, so the value accrues to your organization over time — not the vendor.

Questions

Real estate, answered.

Can it handle our older scanned leases?

Yes — document quality varies enormously in this world and the confidence routing exists exactly for that. Poor scans produce lower-confidence extractions, which go to a person rather than into your records.

Will it work across a mixed portfolio?

Document variety is handled through classification before extraction, so different asset types and lease forms are read against the right expectations rather than one flattened template.

Where do the abstractions end up?

In your systems of record, in the structure they expect, after your team has confirmed them.