Hard to Categorize: What Happens When Your Work Refuses to Stay in One Box
On the value of refusing to fit into a single box.
“You’re hard to categorize.”
I have heard that twice recently, and both times the statement stayed with me longer than I expected. Not because it offended me, but because it reminded me how uncomfortable people sometimes become when someone’s work refuses to fit neatly into a single professional label. We still live in a culture that likes clean categories, simple titles, and predictable career paths.
After more than 20 years in technology and 24 years as a professional, I have learned that careers do not always move in straight lines.
Years ago, before I fully entered the technology career path I would eventually build, I worked outside of tech simply because survival required it. Like many people trying to stay afloat, I took opportunities where I could find them while still trying to move toward something larger. At the time, I remember feeling frustrated that people sometimes interpreted a nonlinear path as a lack of direction instead of what it actually was: adaptation.
What people often fail to understand is that survival can change the appearance of your career long before it changes your capability.
Now, years later, I find myself hearing similar language again, except this time the work itself is deeply connected. I write AI governance white papers, study cybersecurity operations, strengthen IAM and networking skills, monitor and secure my own digital environments, and help organizations think more seriously about governance, operational visibility, and resilience. I also engage in ongoing conversations surrounding digital safety, human-centered technology, and how online systems affect children, families, seniors, communities, and everyday people in both online and offline environments.
To some people, those things may sound unrelated. To me, they reflect the reality of modern technology itself.
Technology no longer impacts just one part of life. It affects parenting, communication, education, trust, employment, privacy, business operations, safety, aging, and public understanding all at the same time. The systems we interact with daily are interconnected, which means the conversations surrounding them increasingly need to be interconnected as well.
That is one reason I believe interdisciplinary thinking matters now more than ever.
Sometimes my work involves helping non-technical small business owners understand governance concepts in practical ways. That may include explaining the difference between a POAM (Plan of Action and Milestones) and an Incident Response Plan, or helping people understand that governance is not just abstract corporate terminology. At its core, governance is about visibility, accountability, preparation, and understanding where operational risks exist before they become larger problems.
The more I work across these spaces, the more I realize that modern organizations increasingly need people who can translate between technical systems and human realities.
They need people who can explain technical risk clearly. They need people who can connect operational awareness to real-world consequences. They need people who understand that cybersecurity is not only about tools and alerts, but also about communication, trust, education, behavior, and human impact.
That translation layer matters more than many organizations realize.
I also think many women instinctively develop this type of multidimensional thinking because our lives often require us to operate across several realities simultaneously. Leadership, caregiving, strategy, resilience, communication, survival, and professional growth frequently coexist at the same time. Over the years, many women learn how to bridge worlds because life never allowed us the luxury of existing inside only one.
Maybe that is why being called “hard to categorize” no longer feels negative to me.
I no longer hear confusion in that statement. I hear evidence of growth, adaptation, and perspective.
Because sometimes being difficult to categorize simply means you never stopped learning how the systems connect.
— Aqueelah Emanuel
Founder, AQ’S Corner LLC
