Lisa Wolfe, product marketing director at ServiceNow, co-wrote this blog. The stream of global disruptions these past couple of years has not only put business continuity plans to the test, but has also tested the ability of organizations to simply survive. To operate at the “speed of a digital business” and to endure the next wave of unexpected change will require peripheral vision—the ability to help predict and fix issues before they impact employees or the business.

Five worthy reads is a regular column on five noteworthy items we’ve discovered while researching trending and timeless topics. In the era of mass AI adoption, aimed at enabling disruptive technology innovations, this week we will explore the concern over skill shortages in the AI market. Illustration by Balaji K.R. Artificial intelligence(AI) remains a major technology driver for 2022 and beyond. It has been ranked in the top technology trends consistently for several years.

How do you determine whether one multifamily deal is better than another? Let me start by saying that a deal is only as good as the assumptions you’re making as an investor, and assumptions are not guaranteed to materialize. As a real estate investor, operator and syndicator through my company Blue Lake Capital, a significant part of our analysis when considering properties to invest in is looking at how the property performed in the past.