The hardest part of AI adoption isn’t the technology. It’s the people.
I’m Dr. Xenia Wade. For over a decade I’ve studied and led organizational change, first as a researcher, then as a manager running large digital transformations at Accenture. I bring that background to the problem most AI rollouts run into: the technology works, but the people were never part of the plan.
Book a Discovery Call →- PhD, Universität Trier
- Ex-Accenture Manager: 30,000+ users, 800+ banking institutions
- University lecturer, 10+ years
- Favikon Top #44 Digital Transformation Consultants on LinkedIn, DE 06/2026
- 1 million+ LinkedIn impressions in 12 months
My PhD at Universität Trier studied intergenerational knowledge transfer: why knowledge between people doesn’t move the way organizations assume it will. I published, presented at the Academy of Management, and taught at university level.
Then I went into the field. Nearly 6.5 years at Accenture, first as a consultant and then as a manager, on large-scale digital transformation: Microsoft 365 and Windows 10 rollouts across more than 800 German banking institutions, reaching over 30,000 users. Change management, training, communication. I led sub-projects of up to 40 people, held client relationships across multi-year engagements, and was the internal go-to on anything workforce and change related. I saw up close why these initiatives stall. The tools were fine but the people layer was the problem.
In 2026, after relocating internationally, I founded Xenia Wade Consulting to do the work most transformation programs skip: diagnosing the real adoption risks before they become expensive failures.
Background
Rooted in Real Expertise
PhD, Management, Organisation & Human Resources
Universität Trier · Erasmus teaching residency, University of Warwick
M.A. Economic Sociology
Universität Trier & Clark University, USA
B.A. Sociology
Universität Trier & Universiteit Antwerpen, Belgium
Certifications
Research
My whitepaper asks one question: why do AI rollouts stall when the technology works and leadership is committed?
To answer it, I interviewed 14 senior transformation and technology leaders between March and May 2026. The sample covered five countries and ten sectors, with organizations ranging from 40 employees to over 100,000. Banking, FMCG, higher education, manufacturing, utilities. Every interview was structured through the Organizational Adoption Profile, the diagnostic I use to measure the five conditions that decide whether a workforce adopts AI or only appears to: Adaptability Mindset, Psychological Safety, Empowerment Orientation, Action Style, Adoption Capacity.
What came out of it is a pattern I call Checkbox Adoption. Licenses get bought, training gets delivered, usage gets mandated, and behavior stays the same. The whitepaper is with the interviewees for approval and publishes this fall.
I asked a version of the same question ten years ago about a different technology. My PhD at Universität Trier looked at how knowledge moves between generations at work: why the person who holds it often will not hand it over, and what makes someone accept it from a colleague half their age. Knowledge does not move the way organizations assume it will. Neither does adoption.
Selected publications
Published under my maiden name, Schmidt.
- Determinants of role-incongruent knowledge transfer behavior of apprentices and trainers in the context of the German apprenticeship system Schmidt, X., Muehlfeld, K., & Peter, A. (2022). German Journal of Human Resource Management, 36(4), 474–504.
- What’s so special about intergenerational knowledge transfer? Identifying challenges of intergenerational knowledge transfer Schmidt, X., & Muehlfeld, K. (2017). Management Revue, 28(4), 375–411.
- Motivationsfaktoren zur Teilnahme am intergenerationellen Wissenstransfer im Rahmen von Mentoringprogrammen Schmidt, X., Ury, M., & Muehlfeld, K. (2017). In H. Surrey & V. Tiberius (Hrsg.), Die Zukunft des Personalmanagements 2025: Herausforderungen, Lösungsansätze und Gestaltungsoptionen (S. 109–116). Zürich: vdf Hochschulverlag.
Conference papers
- It’s just a matter of perspective? Schmidt, X., & Muehlfeld, K. (2017). Academy of Management Proceedings, 2017(1), 16994. Annual Meeting, Atlanta.
- Conference paper on intergenerational knowledge transfer 31st EIASM Workshop on Strategic Human Resource Management, Segovia, Spain, April 2016.
As Heard On & Featured In
Podcast & Media Appearances
Now to Next · Jason Averbook
EP26: The Human Side of AI: Trust, Fear, and Why Change Management Must Change with Dr. Xenia Wade
Three Moves That Get Your AI Adoption Off the FloorYou bought the AI licenses. Most of them sit unused. I wrote a short field guide with three moves to change that. Get The Field Guide → |
Work With MeBook a 30-minute discovery call to discuss your organization’s adoption challenges. Explore what’s getting in the way of momentum and where clarity is missing. Schedule a Discovery Call → |