Kelmistry · §01 / The Lab Leadership · UX · Commerce · Events
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§ 01 / The Lab

Where experimentation meets execution.

The best innovations come from lab-like environments — but only if they make it to market. This is where I keep the methodology, the principles, and the case studies that show what happens when curiosity and accountability share the same room.

§ 01.1Methodology

How I lead. How I expect teams to work.

A leadership philosophy is just opinions until it shows up in how a team actually operates. What follows is how I run a lab. Each principle is a behavior, not a slogan — and each one is something I expect of myself before I expect it of anyone else.

Principle 01 · Safety

Safe to experiment. Accountable to ship.

I create space for teams to try things, knowing some will fail. The deal in return is that we always ship — failure is data, not an excuse to stay quiet about results.

"I don't want to tell you what to do. We learn through our mistakes more than our victories — so it's my responsibility to create a space where you can safely take chances."
Principle 02 · Decisions

Data should accelerate, not delay.

Insight is fuel. When teams treat data as a gate instead of a guide, we've stopped doing research and started doing procrastination. The goal is the next decision, not the next deck.

Principle 03 · Iteration

Learn from failure, then iterate quickly.

Failed experiments aren't sunk costs. They're the rawest source of truth a team has. The only question that matters afterward is: what do we try next, and when?

Principle 04 · Empathy

Empathy fuels speed.

Understanding users and teammates isn't soft — it's the single biggest accelerant I've found. Teams that take the time to understand move faster than teams that assume.

Principle 05 · Communication

Be curious before critical.

Information voids get filled with worst-case scenarios. So I default to over-communication, transparency about what I know and don't, and asking questions before forming conclusions.

Principle 06 · Recognition

Culture is an investment, not a perk.

Praise and recognition aren't the icing — they're part of the structural beam. Teams remember who said thank you and who noticed the work nobody else saw.

§ 01.2Frameworks

The tools I keep on the bench.

Career Development

The PIE Model

P
Performance
The day-to-day work. The achievements. The floor, not the ceiling — table stakes, never sufficient on their own.
I
Image
Personal brand. How people perceive you, talk about you, remember you. Earned over time, shaped deliberately.
E
Exposure
Who knows who you are and what you're doing. The quiet force multiplier that opens doors great work alone can't.
Product Decisions

The Four P's · Order of operations

P
Purpose
Why are we doing this? Whose problem are we solving? Get this wrong and the rest doesn't matter.
P
People
Who's on this? What do they need? How will they work together?
P
Process
How do decisions get made, and how does work flow? Process exists to serve the work, not to perform it.
P
Product
The output. Always last in priority order — because the product gets better when the first three are right.
Feedback

Start · Stop · Continue

Start
A behavior to add. A new habit, a missing rep, a stretch.
Stop
A behavior that's costing you. Friction with the team, a habit holding you back, something you've outgrown.
Continue
What's working. Praise specific enough to be useful, so you know what to lean into.
Used as a continuous conversation — not a quarterly checkpoint.
§ 01.3Results

Selected experiments and what they taught me.

Each of these shipped. That's the floor, not the ceiling. What happened after shipping is where the interesting stories live — the surprises, the wrong assumptions, and the next experiment that wouldn't have existed without this one. Told from the leadership perspective. Detail varies; specifics are anonymized where they need to be.

Hypothesis Experiment Insights Market Impact What We Learned
CASE · 001Coming soon

Building a UX practice from the inside out.

LeadershipOrg DesignMulti-year

How a fragmented design and research function became a coherent, accountable practice — without slowing the business down to do it. Moving from "where's our designer" to a team that ships measurable user-experience outcomes against business priorities.

A UX practice that earns its credibility through impact, not insistence, will compound trust faster than one that demands a seat at the table.

CASE · 002Coming soon

Re-platforming a high-traffic commerce experience without losing the customer.

Digital CommerceUX StrategyPhased rollout

What happens when the technical re-platform meets the customer-experience re-platform — and they need to ship together without breaking conversion or trust. A case in cross-functional alignment under pressure.

Most re-platforms fail at the seams between teams, not at the seams between systems. Fix the team coordination first; the technology will follow.

CASE · 003Coming soon

Turning user research from a service into an operating system.

User ResearchInsights OpsOrg-wide

How research went from "we'll request a study" to a continuous insight stream that informs roadmaps, OKRs, and quarterly reviews. The infrastructure changes, the rituals, and the storytelling patterns that made it stick.

Research only changes decisions when it shows up before the decision needs to be made — not after.

CASE · 004Coming soon

From digital experience to physical pop-up.

Experience DesignEventsCross-medium

What translates from a UX/commerce playbook into a physical event environment — and what doesn't. Lessons from running pop-up experiments where the metrics shift from clicks to conversations.

The principles travel. The mediums don't. Treating a pop-up like a website (or vice versa) is the fastest way to fail at both.

§ 01.4 · Capabilities

Leadership & Team Building

Hiring, coaching, org design, succession planning, culture work for design and research orgs.

UX Strategy & Design

Setting design direction, defining how UX shows up across product, communications, and operations.

Digital Commerce & Merchandising

Online merchandising strategy, conversion-focused experience design, commerce platform decisions.

User Research & Insights

Research operations, insight infrastructure, turning observations into decisions teams act on.

Experience Design · Digital + Physical

Omnichannel experience strategy. The hand-off between screen and space, and the threads that hold them together.

Event Planning & Pop-ups

Experimental physical experiences, brand activations, gatherings designed to be remembered.

Building a team that needs to ship like a lab?

Or working through a UX, commerce, or experience problem that crosses mediums? I'm always up for the conversation.

© 2026 Marc Kelm · Kelmistry.com Curiosity · Applied