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Samer Hany

AI Underwriting Assistant for Commercial Real Estate (DealFlow)

Commercial real-estate underwriting assistant that turns plain-language deal descriptions into complete 5-year financial projections in seconds. Investors compare properties side by side and export professional pro formas, collapsing days of spreadsheet work into minutes.

This public demo was created after a real private project and rebuilt to highlight a specific concept or tool without exposing the original system, data, or proprietary workflow. It is fully working, and you are welcome to try it.

AI Underwriting Assistant for Commercial Real Estate (DealFlow) interface

A closer look

The underwriting assistant in conversation, turning a plain-language deal description into structured inputs.
A five-year projection generated from the deal description, with its assumptions listed alongside.
The projection is arithmetic. The assistant handles the language that produces its inputs.
A view showing how the returns move as the key assumptions change.
The deal summary a reviewer would read before deciding whether to pursue it.

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