The Action Layer Episode 3: Snigdha Kumar, Co-Founder and CEO of Brico

The Action Layer is a video interview series from Atomic exploring the space between fintech ideas and real-world outcomes. At SF Fintech Week, Atomic CEO and Co-Founder Jordan Wright sat down with founders, investors, and operators to discuss what's actually working, what's breaking in practice, and what it takes to turn innovation into real impact. New episodes drop weekly — follow along on YouTube.

Most people think of compliance as something you deal with after you've decided what to build. Snigdha Kumar thinks about it differently. Get it right early, and it's not a cost center — it's a product strategy accelerant.

Snigdha is the co-founder and CEO of Brico, an AI-powered platform that automates financial licensing across all 50 U.S. states. She came up through product at Digit and Opportun, watched a $1.5 million law firm bill get paid out for regulatory admin work that wasn't even legal work, and decided the problem wasn't legal — it was infrastructure.

In this episode, Snigdha and Jordan get into why operating as a non-bank financial company in the U.S. is effectively like operating in 50 different countries. How Brico is delivering five times faster application timelines and cutting quarterly maintenance from five weeks to less than two days. And why getting compliance infrastructure right early isn't just about avoiding fines. It's about unlocking markets, moving faster on product strategy, and turning a bottleneck into a competitive advantage.

The conversation also goes somewhere unexpected. Snigdha became a mom in the middle of building Brico. She took eight weeks off, came back, and found her team had shipped ahead of schedule. Jordan, a father of four taking his first extended time off this summer, reflects on what it means to build a company that can run without you — and why that might be the most important thing a founder can do.

In this episode:

• 00:00:28 — What Brico is and why financial licensing is still so painful
• 00:01:52 — Operating in 50 states is like operating in 50 countries
• 00:03:22 — Why compliance is a moat, not just infrastructure
• 00:04:39 — The $1.5 million law firm bill that sparked the founding of Brico
• 00:05:21 — Compliance as a GTM bottleneck, not a back-office function
• 00:06:57 — Is AI a threat to vertical software companies or their biggest advantage?
• 00:07:59 — What AI is actually good at in a regulated environment
• 00:08:47 — Why Brico is AI software led but expert guided
• 00:09:54 — Vertical AI vs. generalist AI — where the last 40% lives
• 00:11:23 — Why human expertise is now seen as a moat, not a scalability problem
• 00:15:12 — What building at Digit taught Snigdha about reducing cognitive load
• 00:19:26 — The productivity numbers: five times faster, four weeks to two days
• 00:20:19 — There are only 150 people in the U.S. who truly know financial licensing
• 00:23:19 — Snigdha becomes a mom in the middle of building Brico
• 00:24:06 — Taking eight weeks off and coming back to a team that crushed it
• 00:29:57 — Jordan and Snigdha on building systems that make family and company default alive

About Snigdha Kumar

Snigdha Kumar is the CEO and Co-founder of Brico.ai, which automates complex state-by-state financial licensing for sectors like money transmission and lending. The platform enables stablecoin, lending and payments companies to go to market faster and stay compliant at a fraction of the cost. With 13+ years of FinTech experience across product, operations, and strategy, Snigdha has worked across the U.S., India, Indonesia, and Myanmar. Her work has been featured in the Wall Street Journal, Harvard Business Review, and Forbes, and she serves on the NYDFS Board of Financial Innovation.