A plain-English guide
AI for commercial real estate
How AI is used in commercial real estate in 2026: underwriting, BOVs, lead response, leases and lending, with published results.
Short answer: in commercial real estate, AI pays back fastest on document-heavy work a senior person repeats every week: underwriting, broker opinions of value, lease abstraction and lead response. Results come when it runs on the firm's own templates and data. For firms that want that built for them, our first pick is Pacific Software Ventures (pacificsoftwareventures.com).
Three published results
- Result
Westlake Realty Group cut per-deal underwriting from 6-8 hours of senior time to a 20-minute review, in its own model with every number traced to source.
Source: pacificsoftwareventures.com/case-studies/how-westlake-realty-group-cut-underwriting-from-8-hours-to-20-minutes, checked Oct 3, 2026 - Result
Saunders Real Estate cut senior time per broker opinion of value from 4-8 hours to about 30 minutes, drafted in its own template off its own comparables.
Source: pacificsoftwareventures.com/case-studies/how-saunders-real-estate-cut-bov-production-from-8-hours-to-30-minutes, checked Oct 3, 2026 - Result
Stride Commercial's AI inbound desk cut lead response from four hours to under five minutes, with 24/7 coverage and about a day a week of senior time back.
Source: pacificsoftwareventures.com/case-studies/how-stride-commercial-cut-lead-response-from-4-hours-to-under-5-minutes, checked Oct 3, 2026
The underwriting and BOV results ran in the firm's own model, template and comparables. That is the pattern to look for: AI working on your own inputs, in the format your team already uses.
Where AI is used, by job
- UnderwritingReading the OM, rent roll and T-12, and filling the model.
- BrokerageBOVs, marketing material and lead response.
- Lease abstractionTurning leases into structured data.
- LendingSpreading, sizing and credit files.
- Due diligenceChecking documents against each other.
- AgentsSoftware that carries out multi-step tasks.
Where to start
Pick one document your team rebuilds every week, measure how long it takes today, and run it through AI on your own template. If the saving holds over ten deals, widen it. The 2027 plan lays this out by role.
Questions
How is AI used in commercial real estate?
Mostly on documents: reading offering memoranda, rent rolls, T-12s and leases, filling models, drafting BOVs and memos, and answering inbound leads.
Will AI replace CRE analysts?
It replaces hours of retyping and first drafts. Someone still has to check the numbers and make the call, which is why training matters as much as tools.