Publications

- May 1, 2022: Vol. 34, Number 5

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Rise of the robot investors: Artificial intelligence and machine learning technologies provide new decision-making tools for real estate investors

by Lawrence Souza, Olga Koroleva, Samantha Clevenger, Alicia Becker, Maislinn Helfer and Nate Derrick

Artificial intelligence (AI) and machine learning (ML) in the modern era are radically changing the way investors and investment management companies make investment decisions. In addition, the use of these technologies is significantly changing how real estate operating companies use information for prospecting and lead generation, intelligent underwriting, and other data tools. This is likely to also lead to a restructuring of how real estate investment companies approach human resources.

Alpha pursuit using machine learning for investment product development

One of the most significant advancements in investment decision making is currently the application of machine learning. ML applications and tools can now help generate alpha well above indexed returns.

According to Reuters, North American corporations installed a record number of robots in the first nine months of 2021, rushing to speed up assembly lines due to labor shortages. Manufactu

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