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  • EP69 - Beyond gut feel: The power of data analytics in modern CRE investing



    17 Jul 2025

    Ryan Severino, Chief Economist and Head of Research at BGO, discusses how data science is transforming commercial real estate investing. From outperforming rent growth projections in Las Vegas to forecasting macroeconomic shifts with machine learning, Severino takes us through the power and challenges of blending traditional insights with modern analytics. This is a must-listen for CRE professionals navigating today’s increasingly data-driven landscape.


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    Ryan Severino

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    Key moments

    • 01:17 Ryan Severino's team and economic modeling

    • 02:08 Data science in real estate forecasting

    • 03:12 Impact of research on investment decisions

    • 06:55 Challenges in aligning research with investments

    • 08:55 Ryan's curiosity and approach to research

    • 12:36 Current macroeconomic environment

    • 17:08 CRE market predictions for 2025

    • 20:52 Augmented base case model for US Economy

    • 26:25 State of CRE markets

    • 36:00 Teaching and mentoring the next generation


    Your hosts

    Ryan-Severino's Profile
    Ryan Severino

    Chief Economist and Head of Research

    BGO

    People - Omar Eltorai's Profile
    Omar Eltorai

    Senior Director of Research

    Altus Group

    Cole Perry's Profile
    Cole Perry

    Associate Director of Research

    Altus Group

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