From Ponzi Scheme to Platform: How Validate Found Product-Market Fit in Professional Services

It started with Seattle’s largest-ever Ponzi scheme. In a recent episode of Category Visionaries, Validate founder Chris McCall shared how a complex fraud case involving “$300 million and spent about half of it on boats and houses and yachts” sparked an idea that would transform professional services.

The Initial Skepticism

When first approached with the idea, Chris was far from convinced. He dismissed it as “the $2 million spreadsheet,” questioning its market potential: “How many Ponzi schemes are there? How do you sell it? How do you replicate?”

This skepticism, however, led to deeper conversations about the fundamental problem they were solving. As Chris explains, the investigation team had “spent over 18 months trying to figure out what exactly had happened to the money. Meanwhile, he’s getting paid over $500 an hour.”

Finding the Bigger Pattern

The breakthrough came when they started questioning what they were really doing. As Chris recalls, “We started asking ourselves, well, what is it that we’re really doing here?” The answer revealed a much broader opportunity: “We’re doing the same thing that you do in any sort of financial statement audit or any sort of engagement where you have a professional involved in a complex financial matter.”

This insight led to an even more powerful realization: “The entire accounting profession is based on this sample risk. If we can just go make a platform to collect and aggregate all the evidence, we can drive sample risk out of the accounting profession.”

Building for Scale

This broader vision required a more comprehensive approach to development. As Chris notes, “The stack that we had to build was pretty extensive, and then selling to accountants and lawyers is pretty difficult. The difficulty being there’s not a lot of early adopters.”

Instead of rushing to market, they spent two and a half years building their platform. The payoff? “Word of mouth happens really fast… there wasn’t a lot of time delay between that first purchase and really scaling up to the first million dollars.”

Expanding Through Common Needs

Rather than targeting specific verticals, Validate focused on a common thread across professional services. As Chris explains, “We didn’t target any specific segments out of the gate. What we really tried to do is just find professionals that deal in these complex financial matters.”

This approach led to natural expansion across sectors. “We started in accounting,” Chris notes, “then government, and we’re just starting to see some traction in law.” Each market validated their core premise that professionals need evidence-based solutions that can “withstand cross examination.”

Key Lessons in Finding Broader Opportunities

Validate’s journey offers several crucial insights for founders looking to expand from niche solutions:

1. Question your initial assumptions about market size
2. Look for common patterns across different professional use cases
3. Focus on fundamental needs rather than surface-level problems
4. Build for quality and completeness when serving professionals
5. Let market demand guide expansion rather than predetermined strategies

The Evolution of Go-to-Market

This evolution shaped their entire go-to-market approach. They developed what Chris calls a “sage persona,” but with a crucial difference: “It’s not that we’re the sage. It’s that we talk to customers and listen to them, and that allows us to provide intel that a lot of people don’t get because we’re talking to so many different professionals across the United States.”

Their growth strategy remains disciplined, targeting “60 to 120% year on year growth.” As Chris explains, success comes from “getting involved in the details and understanding exactly what’s happening on any given week.”

The Platform Vision

Today, their vision extends far beyond fraud investigation. As Chris explains, they aim to “drive out sample risk and give these professionals way more transparency by providing all the evidence in these large, complex financial matters, ultimately that drives down the cost of capital and makes the whole financial system more efficient.”

For founders, Validate’s journey demonstrates how the path to a broader platform opportunity often begins with deeply understanding a specific problem. The key isn’t just solving that initial problem, but recognizing when it represents a pattern that could transform entire industries. Sometimes the best opportunities don’t come from looking for the next big thing, but from asking bigger questions about the specific problems we’re already solving.