Your application for a Courtesy Membership is under review

We have just received your information and we will get back to you shortly. Check out the steps below:

Information sent


Application in analysis


Feedback email


Complimentary access activated

* Required fields
* I confirm that I have read and agree to the Terms and Conditions of GRI Club
Josh Pankin
Josh Pankin
Director, Real Estate Artificial Intelligence Research & Innovation, Columbia University in the City of New York

Introduction by GRI

Send a brief message to your Account Manager, who will be happy to assist you
Sucessful Registration! Our team will reach out soon to proceed with the next steps.
Your Introduction Request was successfully sent.
Soon your Account Manager will get back to you regarding this request.

Schedule a Meeting

Please propose 2 slots that are convenient for you. Feel free to add a short comment to make the connection easier
Sucessful Registration! Our team will reach out soon to proceed with the next steps.
America/Adak (GMT -9:00)
Your Private Meeting suggestion was successfully sent.
You'll receive an email with the confirmation.
Real estate is a complex and dynamic industry that requires the blending of quantitative data with qualitative data, as well as a deep understanding of the nuances of the industry. While there has been a large amount of money invested in the development of real estate technology (between $70 and $100 billion since 2008, depending on the source), many of the challenges of real estate have proven to be difficult to solve. Columbia faculty, staff, and students have engaged in work with top real estate firms to apply artificial intelligence, machine learning, and deep learning on fundamental issues in real estate such as automated valuation, portfolio and asset allocation, and corporate real estate management frameworks.