Owners, operators, brokerages, developers
AI for Real Estate
Lease abstraction, diligence review and tenant communication for owners, operators, brokerages and developers, with fair housing law observed.
Real estate runs on documents that repeat with variations: leases, estoppels, rent rolls, listings. AI reads them quickly and fills the fields the team tracks. The engagement is explicit that no tool scores an applicant, and that line is written into the policy before the first pilot starts.
Where the hours go
Work that AI can carry.
- 01 Lease abstraction
Key terms, dates, options and obligations pulled from each lease into the fields the asset manager tracks.
- 02 Diligence document review
Title, survey, estoppels and service contracts read for the exceptions the acquisition team has asked about.
- 03 Tenant and prospect communication
Inquiries, renewals and notices drafted for the property team to review and send.
- 04 Underwriting data entry
Rent rolls and operating statements read into the underwriting model with the anomalies flagged.
- 05 Property management ticket triage
Maintenance requests sorted by urgency and trade and routed to the right vendor.
- 06 Listing copy
Property descriptions drafted from the facts on file for the broker to edit.
What has to hold
The rules an engagement respects.
- Fair housing law
AI never makes a tenant or buyer decision, and nothing in the engagement scores or ranks a person.
- Lease confidentiality
Tenant terms are confidential to the tenant, and a tool that reads leases needs the same handling as the file room.
- MLS data terms
Listing data has licensing rules that restrict what may be copied, stored or generated from it.
How an engagement runs here
The four steps, as they run in real estate.
- 01 Assess
The assessment maps the lease files, the property management system and the deal pipeline, and finds where abstraction and data entry hours concentrate.
AI Readiness Assessment - 02 Plan
The roadmap picks a document workflow such as lease abstraction, where the measure is hours per lease and no applicant is involved.
Strategy and Roadmap - 03 Build
The build connects to the document store and the underwriting model, with every output reviewed before it changes a record.
Implementation - 04 Train
Training covers asset management, property teams and brokers separately, and the policy states in plain terms where AI stops.
Training and Change Management
Start with the assessment.
An inventory of your systems, data and rules, interviews with your department leads, and a report that says what to do first in real estate.