Milo vs. Cactus
Both promise to replace spreadsheet underwriting with AI. The difference is what you get back: a model, or a decision-ready analysis.
Why teams choose Milo
Cited output
Every number in Milo's output traces to a source document and page. When an LP or IC member asks where a figure came from, the answer is one click, not a hunt back through the model.
Your standard, not a generic one
Milo applies your firm's own underwriting criteria to every deal, so the output reads like your shop produced it. A generic template is a threat to a proprietary process, Milo works inside yours.
The end of the workflow
Most tools hand back a model and the work continues. Milo goes from documents to an IC-ready analysis, extraction, reconciliation, and memo draft, so the next step is a decision, not more work.
Feature-by-feature comparison
| Feature | Milo | Cactus |
|---|---|---|
| Where the work ends | IC-ready analysis and memo drafts | Underwriting model outputs |
| Verification | Every figure cited to its source page | Not publicly documented |
| Underwriting standard | Your firm's criteria, applied to every deal | Platform templates |
| Primary focus | Multifamily (purpose-built) | CRE broadly |
| Scenario modeling | Real-time sliders | DCF modeling |
| Time to live | Days, no implementation project | Not publicly documented |
| Risk management | Built-in validation | Included features |
Which platform fits your team
Choose Milo for
- IC-ready output with every figure cited to its source page.
- Underwriting run to your firm's own criteria, not a template.
- Documents to draft analysis in minutes, verified line by line.
- Live in days, no implementation project.
- A multifamily-specific workflow, end to end.
Consider Cactus for
- Broader CRE asset class coverage.
- DCF-style modeling common in commercial deals.
- Risk management features across asset types.
Frequently asked questions
Cactus is an AI-powered commercial real estate underwriting platform that helps teams move off spreadsheet-based workflows. It offers rent roll parsing, DCF modeling, and risk management features, and markets to CRE professionals broadly.