Why real estate investment needs data science

whitePaper | November 22, 2022

Commercial real estate was once viewed as a niche investment sector, but after several decades of evolution, it has emerged as a core asset class for many institutional investors. In recent decades, liquidity has improved, transparency has risen, and core real estate’s investor base has broadened substantially. Joint ventures, private funds, and public and private real estate companies draw capital from sources both foreign and domestic. These vehicles and their investors play an important role in today’s real estate capital markets.

whitePaper | January 13, 2023

2023 will likely provide important answers to some of the most pressing questions market participants have been contending with for the past 12 (plus) months. Chiefly, in the face of supply chain disruptions, war and a boom in post-lockdown demand, measures of inflation soared to once in a multi-generational level.

whitePaper | August 18, 2022

The ATTOM Rental AVM is an industry-leading solution that estimates the potential income for rental properties. It is an indispensable tool for real estate investors, property data portals, and mortgage providers that combines sophisticated mathematical models, or algorithms, with state-of-the-art rental data to estimate property rental values under current market conditions.

whitePaper | July 14, 2022

Over the past several years, it has become clear that many investors want to invest in a way that their capital delivers both financial performance and a positive impact on society. What started out as a movement to bring ethical considerations into investing and evolved into “sustainable investment” with an emphasis on managing ESG investment risk, is now clearly shifting its focus towards better understanding the ways that investments can contribute to solving societal problems.

whitePaper | December 8, 2022

Economic change, both positive and negative, has a direct impact on business strategy. Think: As consumer spending slows and revenues drop, companies may cut back on hiring employees or buying new equipment. If spending increases, new employees and more materials are needed to adapt to this change.

whitePaper | October 2, 2022

The information, opinions and commentary contained in this document have been prepared with input from Hong Kong Digital Assets Ex Ltd, Colliers, Baker McKenzie and Deloitte Touche Tohmatsu Limited (the “Co-Authors”). The contents of this document have been prepared for general information only and are not, and should not be construed as, professional investment, legal, tax or other advice or service. Before making any decision or taking any action that may affect your finances or your business, you should consult a qualified professional adviser.