Industry Reports
The Adaptive Advantage: Who’s Winning With AI and How
Most companies are using AI. Far fewer are unlocking its full potential. In its fourth edition, this year-over-year study from Wharton Human-AI Research and GBK Collective reveals what separates organizations seeing strong returns from those still experimenting—and how workflow transformation, organizational alignment, and employee experience shape the adaptive advantage.
The Wharton Blueprint for AI Agent Adoption
AI agents are here, and they work. The main barriers to adoption are now psychological. Using an agent requires believing it can perform tasks correctly, trusting it with sensitive information, and relinquishing control. Created with Science Says, this Blueprint bridges that gap by drawing on behavioral science in human-AI interaction, guidance from Wharton faculty, and lessons from organizations deploying agents at scale.
The Wharton-Accenture Skills Index
AI is accelerating the shift from a role-based labor market to a skills-based economy, sharpening the relevance of the gap between what workers signal and what employers actually reward. To bring clarity to this transition, Wharton and Accenture developed a recurring, empirical benchmark designed to measure which skills matter, which do not and how quickly the economy is shifting beneath us.
Wharton Forensic Analytics Cases
Luckin Coffee
In 2017, Luckin Coffee quickly emerged as the fastest-growing coffee company in China. Within two years it was set to disrupt the coffee industry––it had surpassed Starbucks’ store count and was listed on the NASDAQ. Luckin’s growth story looked limitless.
NMC Health
In late 2019, an activist short seller released a report raising doubts about NMC Health’s financial reporting. NMC’s board subsequently initiated an internal investigation and disclosed that debt was under-reported by $4.5b.
Steinhoff
In August of 2017, a German business magazine reported that Steinhoff’s CEO and a handful of other executives were being investigated for accounting fraud. Subsequent news stories and increasingly odd and frenzied corporate actions in the following months added to investors’ concerns.
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