Practical AI Lab

Behind the models is a portfolio and fund manager working in real estate investment management, with an EDHEC business school background. The aim is simple: tools that give the right number, show how they got there, and flag what needs a human decision. What you can expect from every file: • Clean, formula-transparent Excel, ready to use with your own data • A sample dataset (fictional) so you can test it in minutes • Built-in checks that prove the totals tie out • Clear instructions, no hidden macros Many models also come with a Claude AI skill that runs the full workflow automatically. Demos on our YouTube channel: Practical AI Lab.

A fully formula-driven monthly NOI budget vs actual model for…

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A fully formula-driven cash flow and returns model for a…

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A clean, fully formula-driven European (whole-fund) distribution waterfall for real…

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A clean, fully formula-driven acquisition model for an income-producing property.…

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