Underwriting
An AI-assisted underwriting playbook for CRE teams
How commercial real estate analysts can use agents to assemble rent rolls and assumptions—without giving up judgment on NOI and risk.
Separate assembly from judgment
Let agents organize inputs and flag gaps. Keep returns, risk, and IC recommendations with accountable humans.
Make assumptions visible
Require every package to list growth, vacancy, expense, and exit assumptions in plain language.
Design the review ritual
Name who reviews agent output, what they must check, and when a deal must stop for missing materials.
Start with one asset class
Pick a repeatable product type and buy box so early agent workflows stay comparable week to week.