SAN FRANCISCO—Steve McLaughlin, founder and CEO of Financial Technology Partners—the largest fintech-focused investment bank in the world—filters founder quality through a lens most traditional bankers ignore: adversity.

"Having that chip on your shoulder is also important. Coming from a rougher background, having grit and determination, and maybe having failed at different things in life, that is really important," McLaughlin said.

FT Partners, headquartered in San Francisco with additional offices in New York, Miami and London, has spent more than two decades advising fintech companies on transactions. McLaughlin founded the firm in 2002 after serving as global head of Financial Technology investment banking—a specialty he built before boutique fintech advisory was a recognized category. The firm has won the Boutique Investment Bank of the Year award four times and took the Deal of the Decade designation in 2011.

McLaughlin's founder evaluation framework sits at the intersection of character and context. Founders who have dealt with genuine difficulty—personal, financial or professional—carry a stress-tested resolve that polished résumés do not. Prior failure, in his reading, is evidence, not a disqualifier.

That framing runs counter to the dominant venture and banking culture of credentialing, where elite schools and blue-chip employer histories remain the primary sorting signal. FT Partners operates in a deal environment where founder quality is often the primary variable in whether a growth-stage fintech company reaches a premium exit or stalls. The firm's Strategic Insights division publishes 10 fintech sector CEO Market Analysis Overviews every month across specific verticals, giving it proprietary data on how founders and companies compare across cycles.

McLaughlin has also been outspoken on artificial intelligence as a competitive variable inside financial services. He argues that large financial institutions are moving too slowly on AI adoption and that their lag creates an opening for newer entrants. "It's about time that the big FIs really fix and automate their" operations, he said—framing incumbent hesitation as an opportunity that younger, more aggressive competitors are already moving into.

FT Partners has integrated AI and machine learning into its own process. Its data science and financial forensics teams use the tools to sharpen sell-side valuations, giving buy-side counterparties a cleaner picture of how a company should be priced. "You start adding AI and ML and it's wild," McLaughlin said. "I think it gives everyone superpowers."

The application matters in a fintech M&A context: valuation disputes and information asymmetry between buyers and sellers are among the primary friction points in deal execution. A sell-side adviser that surfaces cleaner forensic data earlier in a process reduces surprises at due diligence—and surprises at due diligence kill or reprice deals. McLaughlin positions the AI layer as a structural improvement to the advisory product, not a marketing feature.

FT Partners built its franchise across cycles that included the post-dot-com wreckage of the early 2000s, the 2008 financial crisis, the zero-rate fintech boom of 2020 to 2021 and the sharp correction that followed. McLaughlin launched the firm in 2002 with what he has described publicly as a $99 incorporation and a used laptop—a founding story that mirrors the scrappy-origin narrative he says he looks for in the founders he advises.

The fintech deal environment as of mid-2026 is in recovery after two years of compressed valuations and deal volume. McLaughlin has characterized the current period as a return toward record activity, with the prior cycle's darkest stretch—when rising rates crushed high-multiple fintech names and IPO pipelines froze—giving way to renewed buyer interest and a loosening of seller price expectations. That reset in seller psychology is the kind of environment where a firm with two decades of deal data and an AI-augmented valuation process holds structural advantages over generalist advisers entering fintech opportunistically.

For founders in the DeFi and crypto-adjacent fintech space, McLaughlin's framework has direct relevance. The on-chain economy has produced a generation of builders who fit the archetype he describes: non-traditional backgrounds, multiple failed projects before a breakout, and an intensity that comes from operating without institutional backing in hostile regulatory conditions. Whether those qualities translate into the M&A outcomes FT Partners structures is a question the firm's deal flow will answer as tokenized finance and traditional fintech continue to converge.