If AI Can Do My Job, What Happens to the Career I Built?
Survival adoption: the real reason AI adoption keeps stalling
AI adoption is a hot topic at the moment. On the surface, it seems like everyone is using AI. Companies are investing in AI. Training programs and workshops are everywhere.
But the data tells a different story.
According to an Writer’s 2026 AI Adoption Survey, 90% of organizations say they offer AI training and education to help their employees adopt AI. Yet, nearly half of them (48%) say that AI adoption in their organization has been a massive disappointment. Another study found that 89% of organizations that have invested in AI have not seen any measurable productivity gains.
As a behavioral and organizational scientist, I find this a fascinating conundrum. The gap isn’t a lack of investment in technology or a lack of resources to learn new technology. So what is it?
The One Truth
There is one element I am not hearing in conversations… identity.
Work isn’t just what we do. For most of us, it’s a core part of who we are. We spend ~90,000 hours of our lifetime working. But we don’t just spend a third of our lives doing work. That time is also spent shaping a part of who we are, our identity. A lawyer. An analyst. A designer. A strategist. Work doesn’t just fill our time; it forms our identity.
Then AI arrives on the scene, and we are constantly told it will replace what we do. But this isn’t just about our job. It is a threat to the self we’ve been building for decades.
And that threat, that’s what’s showing up in the numbers.
The Writer’s survey also found that 50% of executives feel their skills are becoming obsolete in the Age of AI. Executives. People who have spent decades building expertise, leading teams, and becoming someone in their field are worried they will become irrelevant. If that is how the top layer of your organization feels, imagine how everyone else feels.
The One Insight
AI Identity Threat is an emerging area of research seeking to understand human responses to the integration of AI into the workplace. The arrival of AI has most of us questioning our professional worth and whether our expertise still matters.
Our brains are always working to protect us, to keep us safe. And in this context, our brain's protective response takes a very specific shape. I call it survival adoption.
Survival adoption is when we do just enough with AI to not be seen as an AI resister, but not enough to make a meaningful shift. This helps to explain why even with investment and training, a large majority of companies are not seeing measurable outcomes from AI adoption.
Insight into Action
So, what will it take to drive AI adoption? To get meaningful outcomes at scale?
Minimize the threat. STOP telling people that they are going to be replaced by AI. No human is going to embrace the thing that will make them irrelevant.
Support identity transformation. We have to help people visualize what their profession will be like with AI.
Ask the questions. Who do we need to become in the Age of AI? What does our profession look like in the Age of AI? How will humans continue to add value to our profession in the Age of AI?
When people stop feeling threatened. When people understand how they will continue to add value in the AI world. When people can see the opportunities AI brings for them as professionals. That is when AI adoption will stop stalling.
Getting Unstuckifyed
I started my career in banking in digital transformation, and what I learned early on is that technology adoption is never about the technology. Technology adoption is always about people. With the arrival of every major technology, people have resisted; they have questioned what it means for their professional (and perhaps personal) identity. AI, however, has raised the stakes. It is the most powerful tool we have experienced so far in our careers. So the shift won’t come from threats, mandates, or training. The starting place to create the shift in adoption is going to come from asking, "Who do we need to become in the Age of AI?
Till Next Time
The threat is real. AI will change who we are. And both organizations and individuals need to play a part. Organizations need to minimize the threat. Individuals need to explore what AI means for their profession and reimagine their professional identity.
Thanks for getting Unstuckifyed with me.
Dr Dani
References
My writing is informed by research. If you are interested in the research, here is the research that formed my thinking on this topic.
Mirbabaie, M., Brünker, F., Möllmann (Frick), N. R. J., & Stieglitz, S. (2022). The rise of artificial intelligence – understanding the AI identity threat at the workplace. Electronic Markets, 32, 73–99. https://doi.org/10.1007/s12525-021-00496-x
Also available via PMC: https://pmc.ncbi.nlm.nih.gov/articles/PMC8987955/
And ResearchGate: https://www.researchgate.net/publication/355094976_The_rise_of_artificial_intelligence_-_understanding_the_AI_identity_threat_at_the_workplaceWriter | Workplace Intelligence. (2026). 2026 AI Adoption Survey: AI Adoption in the Enterprise.
Yotzov, I., Barrero, J. M., Bloom, N., Bunn, P., Davis, S. J., Foster, K. M., Jalca, A., Meyer, B. H., Mizen, P., Navarrete, M. A., Smietanka, P., Thwaites, G., & Wang, B. Z. (2026). Firm Data on AI. NBER Working Paper No. 34836. https://doi.org/10.3386/w34836
Ibarra, H. (2003). Working Identity: Unconventional Strategies for Reinventing Your Career. Harvard Business School Press. (Updated edition, 2023.)