4 papers
Safety First: Psychological Safety as the Key to AI Transformation
Aaron Reich, Diana Wolfe, Matt Price +3
Organizations continue to invest in artificial intelligence, yet many struggle to ensure that employees adopt and engage with these tools. Drawing on research highlighting the inte…
Work Design and Multidimensional AI Threat as Predictors of Workplace AI Adoption and Depth of Use
Aaron Reich, Diana Wolfe, Matt Price +3
Artificial intelligence tools are increasingly embedded in everyday work, yet employees' uptake varies widely even within the same organization. Drawing on sociotechnical and work…
Revisiting UTAUT for the Age of AI: Understanding Employees AI Adoption and Usage Patterns Through an Extended UTAUT Framework
Diana Wolfe, Matt Price, Alice Choe +2
This study investigates whether demographic factors shape adoption and attitudes among employees toward artificial intelligence (AI) technologies at work. Building on an extended U…
The Architecture of AI Transformation: Four Strategic Patterns and an Emerging Frontier
Diana A. Wolfe, Alice Choe, Fergus Kidd
Despite extensive investment in artificial intelligence, 95% of enterprises report no measurable profit impact from AI deployments (MIT, 2025). In this theoretical paper, we argue…