AI for Commercial Real Estate
Milo is the AI operating system for commercial real estate. Four pillars, one platform, every answer cited.
Four pillars of AI for CRE
What AI for commercial real estate actually looks like
Commercial real estate deal work is not a single-prompt problem. It is weeks of accumulating context across dozens of documents and multiple parties: a T-12, a rent roll, an offering memorandum, leases, appraisals, and a lender term sheet. A chatbot cannot reason across that.
Milo is built around the way a deal team actually works. One Deal Room per transaction, with type-aware extraction for every document type and role-based access for Owners, Collaborators, Counterparties, and Vendors. A chat-native Analyst answers questions across the full context and cites every claim back to the source page. And the four pillars — Analyst, Deal Room, Connectivity, Knowledge — all run on one platform.
The frame is Harvey for legal, Hebbia for finance, Milo for CRE. A horizontal-within-a-vertical AI platform, not a CRE point tool that automates a single spreadsheet task.
Who uses AI in commercial real estate
Acquisitions analysts
Move from OM to underwriting in ten minutes instead of six hours. Screen deals in parallel, kill bad ones fast, spend judgment on the ones worth closing.
Syndicators and sponsors
Run more deals with the same team. AI-generated IC memos, DDQ responses, and lender packages drawn straight from your Deal Room context.
Small and mid CRE PE shops
Institutional-grade tooling without an institutional-grade team. Export to Excel, work inside Gmail or Outlook, keep your existing model structure.
Brokers and property managers
Turn a rent roll around the same day. Share a cited summary with clients inside a Deal Room instead of emailing PDFs back and forth.
AI for CRE, answered
AI for commercial real estate uses large language models and document parsing to automate the mechanical parts of a CRE deal: reading T-12s and rent rolls, underwriting, drafting IC memos, and answering questions across a deal document set. Modern CRE AI platforms like Milo collapse workflows that took hours into minutes, with source-level citations.