I’m not running
from AI. I’m building
with it.
I’m Jennifer Williams — an HR leader, culture strategist, and unashamed tech nerd who fell in love with AI and decided to do something about the way organizations are getting it wrong. I build tools, write about what I’m learning, and work to keep humans in the loop.
I spent 20 years inside organizations doing this work.
Nearly two decades. Global organizations. Enterprise talent strategy, leadership development through M&A, global training infrastructure, culture and workforce transformation at the executive level. Multi-million dollar budgets. Programs scaled to thousands of employees. The rooms where deployment decisions actually get made.
I didn’t come to AI through the technology. I came to it through the people and the problems. When AI-powered coaching lifted manager confidence by 41% inside a large enterprise I supported, I didn’t see a platform — I saw what governance, intentionality, and proper implementation could unlock. And when I watched organizations without that structure struggle, I saw the gap.
Here’s what I keep seeing: organizations deploying AI while ignoring the fact that someone has to watch over it. Someone has to translate the AI’s reasoning to the humans it affects. Someone has to provide the feedback that makes the tool better. Someone has to do the work that AI simply can’t — the relational, emotional, contextual work that only humans can do because we relate to one another’s experiences.
Instead of investing in that capability, organizations are eliminating it. They’re laying off the very people who would have provided the feedback, tested the tools, prompted the systems — the people who would have made the AI investment actually work. And then they wonder why adoption is low, trust is gone, and the ROI never materializes.
That’s why I built Axis Advisory Co. The axis of any system is what everything else rotates around. I believe that in AI transformation, that center point is human capability — not the technology. Get the human side right, and the whole system works. Skip it, and the whole system breaks. That’s not what’s happening in most organizations right now — and that’s exactly what I’m here to fix.
What I see organizations getting wrong
As someone who’s implementing AI and talking with leaders about their implementations every day, these patterns keep showing up.
Destroying the capability that makes AI pay off
Organizations are laying off the humans who would have provided feedback, tested the tools, and translated AI reasoning to the people it affects. Then they wonder why adoption stalls and ROI disappears.
Deploying AI that can’t explain itself
When AI systems affect people’s careers, compensation, and livelihoods, organizations must be able to explain the reasoning. Most can’t. That’s not a governance gap — it’s an accountability crisis.
Shattering trust in pursuit of efficiency
Leaders are destroying psychological safety by the way they’re approaching AI. Change management and adoption only work when trust is there. Right now, many organizations are tearing that foundation apart.
Missing the redeployment opportunity
Jobs will change. Some will be lost. But organizations aren’t asking what work looks like tomorrow and next year — work that should create new and different roles. Someone has to watch the AI. That’s a job description, not a footnote.
See the work. Try the tools.
Everything I build is open to explore. Come in, play with it, tell me what you think.
Tools I’ve Built
Real AI tools designed, built, and tested for real organizational problems. Each one comes with the thinking behind it, what the build revealed, and a live prototype you can try right now.
How I Think About This
The CAL philosophy and the AXIS System™ — the structured methodology I use to approach AI adoption, testing, governance, and workforce design. The thinking behind every tool I build.
Follow the Builds
A roundup of what I’m building, what I’m learning, and what’s happening at the intersection of AI, workforce strategy, and the future of work. Apps I’m testing, tools I’m creating, and the conversations leaders should be having. No hype. Just the signal.