The dashboard says everything is fine.
Green across the board. Numbers up. Targets met. And yet something in the building feels wrong, the kind of wrong that never shows up in a spreadsheet. A manager walks the floor and notices people taking a longer path to finish a task that should take five minutes. She asks why. Nobody has a clean answer. They just do it that way. They always have.
Somewhere between the report and the reality, a gap opened up, and nobody can say exactly when.
This is the space most organizations never think to look. The space between what leadership believes is happening and what is actually happening three floors down, or across the counter, or on the other end of a customer service call. The metric tells you the outcome. It rarely tells you the truth.
Meet David Carneal
David Carneal is the Founder of Digital Efficiency Consulting Group and a Perspective Alignment Coach based in the Los Angeles area, and the thing that defines him is a refusal to accept the first explanation for anything. Where most consultants arrive with a framework and a fix, Carneal arrives with a question. Twenty-five years into a career built on finding the real problem underneath the stated one, he still calls himself, without irony, someone who likes mysteries.
The Mysteries He Couldn’t Leave Alone
Carneal never had a career plan. Early on, he worked multiple jobs, took on temp agency assignments, and moved through roles without a clear destination in mind. He wasn’t chasing a title. He was trying to figure out what he was good at, and along the way, he learned as much from what he disliked as from what he didn’t.
What he discovered was a pattern. He kept noticing things that didn’t add up. A number that looked off. A process that made no sense on paper but somehow still ran the business. His instinct was never to accept the explanation he was given. It was to keep asking until the real story surfaced.
One of his earliest lessons came from something almost mundane. A continuing education program had outgrown its hotel ballroom, and the obvious answer was to book a bigger one. Carneal noticed another ballroom five feet down the hall instead. He connected the two rooms with audio and video and doubled capacity from 100 people to 200 without ever changing venues.
It was a small fix, but it planted something permanent. “Before spending money or making a major change, make sure you understand the problem you’re actually trying to solve,” he says. That sentence became close to a personal creed, one he would carry through every acquisition integration, every process audit, every consulting engagement that followed.
Years later, during a company acquisition, he applied the same instinct at a much larger scale. Two businesses looked nearly identical on paper, selling similar products to similar customers, yet operating in completely different ways underneath. Carneal helped design a hybrid approach: internally, the acquired business moved onto processes that were known to work, while externally, the customer experience stayed exactly as familiar as it had always been. The integration closed in under 60 days. Six months later, sales among those customers were up 23 percent.
Those experiences, stacked one on top of another over two decades, became the foundation for Digital Efficiency Consulting Group. He didn’t set out to build a firm around workflow diagnostics. He spent years doing the work before he realized the work itself was the expertise.
The Understanding Problem
Ask Carneal what most organizations get wrong and he won’t start with software, headcount, or strategy. He starts somewhere less comfortable. “Most organizations don’t have a staffing problem, a technology problem, or even a process problem. They have an understanding problem,” he says. It is the thesis his entire practice is built on, and it shows up in nearly everything he writes and says.
That thesis comes from hard-won experience. For years, Carneal took pride in being the employee who knew how everything worked, the one who could handle any exception or workaround. It felt like value. Eventually he recognized it as a liability. If critical knowledge lives inside one person’s head, the organization doesn’t actually own that process. The employee does.
That realization reshaped how he approaches every engagement, and it led to the framework he now teaches clients directly: Awareness, Understanding, Alignment, and Action. “You cannot effectively improve a process until you understand the different realities of the people experiencing it,” he explains. Only once people are looking at the same clear picture can they make good decisions about what actually needs to change.
The stakes of skipping that step are not abstract. In one engagement, challenging the assumptions behind a proposed technology purchase helped a client avoid roughly one million dollars in unnecessary spending. Automating a process nobody fully understood, Carneal points out, doesn’t fix the process. It just makes the same mistake faster.
Some of his sharpest thinking on perspective came from an unexpected place: a vacation. Fascinated by the operation of a cruise ship, essentially a small city sealed inside a hull, Carneal turned curiosity into a personal field study across multiple sailings. It produced 97 pages of observations and more than 500 guest conversations. There was no assignment behind it. He simply watched, listened, and noticed where policy and practice quietly diverged.
“People could experience the same ship, same meal, same employee, same moment, and describe completely different experiences,” he says. A dashboard can tell you what happened. It can’t always tell you why, or how it actually felt to the people living inside it. That gap, between the boardroom’s version of events and the ground floor’s version, is where he believes the real discoveries are hiding.
The Carneal Playbook: 5 Lessons
Diagnose before you spend. Understand the actual problem before approving a purchase, a hire, or a new system, or you risk solving the wrong thing expensively.
Treat tribal knowledge as a risk, not an asset. If only one employee understands how a process really works, the company doesn’t own that process yet.
Hold your hypothesis loosely. Form an opinion quickly, then actively look for evidence that could prove it wrong.
Collect more than one version of the truth. What leadership sees, what employees experience, and what customers feel are rarely the same story, and all three matter.
Automation doesn’t fix confusion, it scales it. Powerful technology applied to a poorly understood workflow just helps you make the same mistake faster.
Reading the Room Behind the Report
Back on that factory floor, the manager finally gets her answer. The longer path everyone takes isn’t laziness or carelessness. It’s a workaround built years ago for a problem that no longer exists, kept alive because nobody ever asked why it was there in the first place. The metric never could have told her that. Only a conversation could.
That is the work David Carneal has built a career around, not reading the dashboard louder, but stepping past it to ask the question the dashboard was never built to answer.
The gap between what a report says and what people actually live through never closes itself. Someone has to go looking for it.
David Carneal is the Founder of Digital Efficiency Consulting Group and a Perspective Alignment Coach based in the Los Angeles Metropolitan Area. He helps organizations diagnose operational blind spots and align leadership, employee, and customer perspectives to solve the right problem the first time.
