People heard the number and assumed the deal was a mess. The Denver operator argues that mess, in the right hands, is where the margin is.
When David Riggs tells people he bought a business for $24,000 down, he says they usually hear the number and miss the strategy.
"It must be a mess!" is the reaction he wrote down in November 2025, in his newsletter, Working Theories. They imagine a tiny, side-hustle operation, or a starter company he will quickly flip. "They rarely assume it was intentional."
It was. And the Denver entrepreneur, who sold Pneuma earlier that year and now runs Karteria, was not looking for a clean asset. He was looking for one that other buyers would talk themselves out of.
"There's a phrase that has stuck with me since I started operating businesses," he wrote. "Messy is margin."
If something is disorganized, underperforming, chaotic, or simply unclear, he argued, there is likely a business model buried underneath, and a lot of room to create value.
The deals he could have done instead
The low down payment was not a constraint. It was a choice. "I could've put $240K down. Or $2.4M down on another deal," he wrote. He had seen, and passed on, plenty of deals in those ranges: cleaner operations, smoother diligence, often a team already in place.
This one required $24,000 down. He said yes anyway, for reasons that had less to do with the price than with the condition of the company and the people inside it.
The first was the sellers. A lot of deals coming to market, he wrote, are not distressed because of bad business strategies. They are emotionally distressed. "The owners aren't failing, they're just over it." They are out of energy, out of patience, and ready to walk away. If a buyer still has fuel in the tank, "that gap between where they stop and where you begin becomes one of your biggest points of leverage."
The second was confusion. There was no clarity on goals, no metrics, no pulse, no plan. "The thing that kills momentum in these businesses isn't capital, it's confusion," Riggs wrote. "I know how to solve that." He has seen what happens, he wrote, after a few weeks of building a simple scorecard and tightening feedback loops. "The fog clears fast."
The third was the people already there. He does not believe in cleaning house on day one. "That's a PE playbook," he wrote. What he has seen in deals like this one is simpler. When energy returns and structure gets rebuilt, the right people start to stand out. Often, they are the ones who have been holding the place together without support or vision long before a new owner arrived. "Give them both, and you won't need to push, they'll pull the whole thing forward."
He never named the company. The argument does not depend on the brand. It depends on a type of deal most people, in his view, are too quick to dismiss.
Why small, messy deals get ignored
"Small deals get overlooked," he wrote. "They're messy. They feel risky. And they often come with more questions than answers." If you know what to look for, and how to bring clarity fast, he argued, they are some of the highest-upside opportunities you can touch.
His working theory is blunt. "The messier the deal, the faster it moves. And the fewer competitors you'll have." Most people, he wrote, are too scared to step into confusion. "But I'm an operator. I don't need perfect conditions to make progress. If anything, I do better when things are a little broken. Because I can fix them."
That is a confident claim, and it is also the risk hidden inside the $24,000 story. A messy business is only margin if the buyer can actually clear the fog. David Riggs is writing from the operator's side of that bet, after building and selling Pneuma and after turning the work that followed into Karteria, which invests in and works alongside small, local, operator-led companies. The down payment is the hook. The real wager is whether he can restore a business other people would rather not touch.
He is also clear about what these deals will not do. "These kinds of deals won't make you rich overnight. That's not the goal with these deals." What they can add, he wrote, is asymmetric upside, in financial return and in impact. "You're not just buying a business. You're restoring one. That work compounds."
A "bad deal" that, he says, got back on track
By the time he wrote about the purchase, he was willing to judge it in public, at least in outline. "Just because others might call it a 'bad deal', doesn't mean it always is," he wrote. "The deal in question here has turned out great. The business itself needed some love, some energy, and we were back on track. Those are two things I'm confident in doing."
He did not publish a before-and-after scorecard, and he did not name the sellers, the industry, or the city. What he offered instead was a way of reading a messy deal: look at whether the owners are exhausted rather than out of ideas, whether the confusion is the actual constraint, and whether the people who have been holding the place together still have somewhere to go if someone brings energy and structure back.
David Riggs closed the piece the way operators often close a story they are not done telling. "And I'd do it again tomorrow."
The $24,000 was never the clever part of the transaction. It was a filter. A cleaner company, at a much larger down payment, would have attracted more competition and left less to fix. This one asked a narrower question, and it is the question his work in Denver now keeps returning to: not whether a business looks messy, but whether the mess is something an operator can actually unwind.
