Introducing Milo: AI-Powered Underwriting for Real Estate
After months of development and testing with leading real-estate teams, we're excited to introduce Milo—our flagship product that transforms how teams underwrite commercial real-estate deals.
The Problem
Underwriting a commercial property requires analyzing dozens of documents: operating statements (T12s), rent rolls, leases, and more. Analysts spend hours manually entering data, cross-checking figures, and building financial models.
This busywork is:
- Time-consuming: 2-4 hours per deal
- Error-prone: Manual entry introduces mistakes
- Bottlenecked: Limited analyst capacity means slower deal flow
How Milo Works
Milo automates the entire underwriting workflow:
- Upload your T12s and rent rolls (PDF, Excel, or scanned images)
- Extract structured data automatically with field-level confidence scores
- Analyze with a full financial model built in seconds
- Review outputs with audit trails showing source data for every figure
The entire process takes under 60 seconds, with transparent provenance for every extracted field.
Why Now?
Recent advances in large language models make reliable structured extraction possible. But research alone isn't enough—we spent equal time on product details:
- Intuitive review interfaces
- Confidence scoring and flagging
- Integration with existing workflows
- Security and compliance (SOC 2, data encryption)
What's Next?
Milo is live at runmilo.io. We're offering free trials to real-estate teams who want to see it in action.
Over the coming months, we'll expand coverage to additional document types (leases, appraisals) and add features requested by early users (batch processing, API access, custom reporting).
Get Started
Visit runmilo.io to try Milo, or contact us to schedule a demo.
Published August 14, 2025