The Expert Who Revealed a Second Kind of Expertise
Field Study Interview #1 • Brought to you by the Invisible Expertise Field Study
"It's a very different skill to go from doing to documenting." — Melody Lacey
That sentence has been sitting with me ever since my first interview. When I began the Invisible Expertise Field Study, I carried a working theory going into it.
Experts leave out important information because expertise changes how they see their own work. Years of experience compress thousands of decisions into intuition. Eventually, they stop noticing many of the judgments they make because those judgments have become part of how they naturally think.
I expected this first interview to either strengthen my theory or expose its weaknesses.
It did both.
Before We Begin
The Invisible Expertise Field Study isn’t about collecting success stories.
It’s about uncovering hidden mechanisms. Every interview helps answer a larger question:
What do experts stop seeing once they’ve become experts?
As the study grows, paid subscribers will receive downloadable interview breakdowns, research briefs, emerging patterns across interviews, and the complete field study report when the project concludes.
You’re not just reading the findings.
You’re watching the research unfold in real time.
Meet the Contributor
My first research conversation was with Melody | Powered by PURPOSE —a founder and creator whose work centers on helping people understand themselves through structured frameworks and pattern recognition.
As we talked, I realized something interesting.
No matter which example she used—project management, homeschooling, course creation, or client facilitation—she always returned to the same underlying principle.
People don’t succeed because information exists.
They succeed because someone has translated that information into a process they can actually follow. Initially, I recognized it as important. By the end of the interview, I realized it had become a central finding.
Why I’m Sharing These Conversations
The Invisible Expertise Field Study isn’t a collection of success stories.
It’s an investigation.
I’m interviewing experts across industries to understand what happens when knowledge becomes so familiar that the people who possess it can no longer see all of its parts.
Initial Observation
Before we ever discussed invisible expertise directly, Melody kept describing something else.
Process.
Clear expectations.
Documentation.
Feedback loops.
Success criteria.
Adoption periods.
Inspection.
At first, those ideas felt separate. Eventually, I realized they were all expressions of the same mental model. She wasn’t describing communication.
She was describing the invisible architecture that allows communication to work.
That distinction changed how I heard the rest of the conversation.
Mechanism Identified
Halfway through the interview, Melody said something I’ve continued thinking about long after we ended the call.
“It’s a very different skill to go from doing to documenting.”
That single sentence introduced a possibility I hadn’t considered.
What if expertise itself isn’t the problem?
What if the real challenge is that we’ve assumed two different capabilities are the same?
One capability allows someone to perform exceptional work. The other allows them to reconstruct that work so someone else can learn it and repeat it.
Execution.
Translation.
Organizations often expect experts to possess both.
Interview #1 suggests they may be entirely different forms of expertise.
If that’s true, it changes the nature of the question I’ve been asking. Perhaps experts struggle to teach because translating knowledge is its own discipline.
Evidence From the Conversation
When Melody described why some clients achieved better results than others, she didn’t point to intelligence or motivation. She pointed to participation.
The people who benefited most from her work weren’t the ones who moved through the process fastest.
They were the ones willing to slow down, reflect, and engage deeply enough for patterns to emerge.
When I asked why she thought experts leave important things out, she agreed that automaticity plays a role. But then she expanded my point of view.
Sometimes knowledge is intentionally withheld as a means of gatekeeping.
Sometimes organizational politics discourage knowledge sharing.
Sometimes experts haven’t learned how to deconstruct their thinking into a sequence another person can follow.
Doing the work and documenting the work require different muscles.
What Changed My Thinking
Before this interview, I believed invisible expertise was primarily about automaticity. Now I’m wondering if that’s only one mechanism.
Interview #1 surfaced at least three possibilities.
Expertise becomes automatic, causing important steps to disappear from conscious awareness.
Experts may never have developed the separate skill of translating their thinking into teachable processes.
In some environments, knowledge is intentionally withheld for strategic or political reasons.
Those mechanisms produce similar outcomes. But they don’t share the same cause. If the causes differ, the solutions may possibly differ, too.
Why This Matters
Organizations invest enormous resources in training.
Courses become longer.
Videos become more polished.
Learning platforms become more sophisticated.
But training can only transfer what someone has first learned to make visible.
If an expert can’t externalize how they think, instructional design has nothing meaningful to translate.
Perhaps the bottleneck isn’t learning.
Perhaps it’s translation.
Research Ledger
Interviews Completed: 1 of 100
Mechanism Identified: Execution expertise and translation expertise may be separate capabilities.
Questions Carrying Into Interview #2
Is translation expertise something people naturally develop, or does it have to be intentionally learned?
What other mechanisms cause expertise to become invisible?
How often are organizations mistaking performance expertise for teaching expertise?
One interview doesn’t establish a theory. It does something just as valuable.
It gives you a better question than the one you started with.
Become a Research Contributor
The Invisible Expertise Field Study is just getting started. One conversation has already challenged one of my core assumptions.
I’m curious what the next ninety-nine will reveal. If you’re an expert, consultant, leader, educator, creator, or practitioner who’s spent years developing your craft, I’d love to include your perspective.
I’m not looking for polished success stories.
I’m looking for the thinking behind your work.
The decisions that have become instinct.
The judgment calls you no longer realize you’re making.
The steps that have quietly disappeared because you’ve done them thousands of times.
Every interview helps uncover another hidden mechanism that shapes how expertise develops and how it can be transferred to someone else.
If you’d like to contribute to the research, comment with the word EXPERT below or use the scheduling link to book a conversation.
You won’t just be sharing your experience. You’ll be helping to build a body of research that could change how organizations think about expertise, learning, and knowledge transfer. I hope to feature your story in a future Field Note.
 | A guest post by
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Wow - what a great write up! I really enjoyed our conversation and I'm so happy it was helpful. I had a few other thoughts after the interview - one of which is that when you realize people (meaning more than one) are misunderstanding (or not adopting) the message you're trying to convey, that becomes your evidence / data that an opportunity exists to refine your approach. It often indicates that a process could be beneficial because there's likely a common gap that can be addressed. So I hope that's helpful too - process isn't just for process sake, it should be solving a real 'problem' IMO, and this is such a fantastic topic to study. I encourage people to take part in it. Thanks for including me Shannon!