The Moneyball Series: What Really Drives Startup Success? Episode 3: Is Operator Experience Relevant?

The other day, I was chatting with a founder who had years, if not decades, of operating experience. As many seasoned professionals do, he leveraged his background to build a company, believing that the 10,000 hours he’d invested in the field gave him unique insights into unique problems others couldn't see. His venture: an AI-powered work management app designed specifically for the construction industry aimed to keep projects running on time and within budget. The app delivered proactive alerts and actionable insights so that project managers can get ahead of issues before they become costly problems. Given his extensive experience in construction, he seemed like the perfect person to bring this idea to life.

Yet, five years after founding the company, its traction remained disappointing. Perhaps this new addition of AI-powered insights might change things—he’s certainly hopeful. Despite these new enhancements, however, I could sense his motivation waning. He’s been at it for years, and his initial excitement and the drive to push the idea forward had gone stale.

Building a successful company from scratch is unbelievably tough, whether you're an industry veteran or a newcomer. The common belief is that veterans are supposed to have the advantage of knowing the pitfalls and having the experience to avoid them. But in my founder’s case, and I suspect in the case of many others, having industry experience did not help, and in fact, may have hindered his success. Why is that? In this article, we’ll explore why having operator experience isn’t always as valuable as many investors may think, and why success often comes from the new guy.

Tech change is constant

It’s never been truer that technology changes quickly. In an age where AI has reached mass adoption and is embedded into products we use daily, the innovations we create today quickly risk becoming obsolete tomorrow. This rapid turnover makes product development both exciting and unbelievably scary for tech startups. How do founders create product roadmaps and allocate engineering resources to features that might not be relevant by the time they’re released? Even more challenging, how do former operators leverage industry knowledge that was highly relevant just a few years ago, but now seems disconnected from today’s vastly different reality?

The construction industry my founder once knew and built his company around, no longer exists in the same form. In the five years since he transitioned from operator to entrepreneur, many industry practices have significantly evolved. By the time he launched his MVP, construction companies had already adopted alternative solutions for the problems he initially identified. Several competing apps had emerged, offering similar features, leaving him trailing behind in a rapidly shifting market.

Moreover, my founder had experience in construction. He managed complex construction projects and worked with a cadre of contractors to ensure successful completion. What he didn't have was experience building apps, marketing a business, or running a company. His familiarity with AI was limited to that of a casual ChatGPT user. So while he had valuable insights into the challenges facing the construction industry, he was a complete newcomer in every other aspect of building a successful startup. Which leads me to my next point.

Knowing one piece of the puzzle doesn’t mean you see the whole picture

It's impossible for anyone to be experienced in all areas, including serial entrepreneurs. As mentioned, the technology game changes all the time, so even for the folks who have started successful companies before, there are no guarantees they can do it again. Too many variables are at play, including timing, technological advances, marketing strategies, co-founders, teams, investment landscape, etc. that lead to unexpected outcomes.

Most industry founders with operator experience are well-versed in one or two areas of the business—but rarely all. Problems arise when investors extrapolate that narrow expertise across the board, leading to outsized projections not grounded in reality: “She’s done this before, so she can do it again,” or “He has 20 years in XYZ industry, so he knows what he’s doing.” While experience is valuable, it is sometimes the hubris that keeps founders from staying curious and learning in unfamiliar areas. Investors acknowledge this in theory, but in practice, experienced founders are still often seen as a sure bet when nothing and no one in this world is.

Old dogs hesitate to learn new tricks

I’ve never believed in the old saying that old dogs can’t learn new tricks. My 10-year-old Westie recently learned to ignore all of my commands. But it’s true that unlearning behaviors and routines is incredibly difficult, which is why even the best of us remain entrenched in old ways that no longer serve us.

Experienced founders, especially successful ones, are often stuck in their old ways. It’s easy for seasoned operators to rely on familiar processes, especially when those methods have worked well in the past. In contrast, first-time founders aren’t attached to any one way of doing things—they pivot, iterate, and abandon plans freely because they don’t yet know what will work. This willingness to embrace the unknown is critical to startup success. It also makes first-time founders more open to advice from others, allowing the broader team and supporting executives to have a greater impact.

The other thing about old dogs is that they tend to be risk-averse. Life has knocked them down enough times to leave scars, and even when the danger has passed, the fear lingers. They also have more to lose—a house, cars, a family, and a lifestyle they’re not willing to risk. In contrast, young and hungry founders don’t face the same stakes. Losing it all isn’t as daunting when you can move back in with your parents and the worst consequence is missing out on the Forbes 30 Under 30 list. That freedom allows for bigger, bolder bets—bets that just might pay off in a big way.

For investors, betting on a seasoned founder might seem like the safer choice, but it’s important to remember: game-day experience can mask hidden injuries—wounds that may resurface at the worst possible moments.

Final thoughts

As I wrap up this installment of the Moneyball Series, one thought emerges: there are no silver bullets. Of course, this isn’t a groundbreaking insight—every VC knows this in theory. But in practice, the pressure to make quick decisions with limited time and capital often leads to snap judgments based on surface level factors. The truth is, there may be no shortcut to identifying real winners. Maybe true diligence—the kind that uncovers real potential—is slow, messy, and hard to scale. Maybe it's a fools errand to look for quick ways to assess someone's mettle in times of toughness. And maybe that’s exactly the point.

Investment firms, especially in venture capital, often pride themselves on running lean teams and getting to quick no’s. The math behind fund economics reinforces this mindset. But people are complicated— even those with the most impressive CVs can fail, sometimes through no fault of their own. Meanwhile, Cinderella stories are everywhere, and greatness often comes from unexpected places. Maybe the real solution is to sacrifice short-term efficiency for long-term gain by committing to deeper, non-surface-level diligence for all deals that come across our desks—and in doing so, uncover more hidden gems over time.