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Notes on Specialty Finance


What I'm Seeing in the US MCA Market: Q2 2026 Data and Trends
After reviewing Q2 2026 data, I'm seeing significant shifts in the merchant cash advance market. Institutional capital deployment reached $1.25 billion, approval rates hit 84 to 91 percent, and small businesses are increasingly choosing alternative financing. Here's my analysis of what these trends mean for the industry.
3 days ago2 min read


Portfolio Concentration Risk: Why I Underwrite the Shape of the Book
Concentration is the risk that quietly does the damage. Here is how I think about portfolio concentration risk, and why I underwrite the shape of the book over any single deal.
Jun 222 min read


Why the Restaurant Industry Leads in Merchant Cash Advance Usage
I break down why tens of thousands of restaurants rely on merchant cash advances to drive profits. Learn how flexible repayment through card sales or ACH helps restaurant owners seize opportunities instantly.
Jun 112 min read


My Q2 2026 MCA Market Observations
In this post, I share my Q2 2026 MCA market observations, reviewing recent Federal Reserve data, regulatory updates from the CFPB, and shifts in institutional participation.
Jun 21 min read


I Co-Funded a $699M Real Estate Operator's MCA. Here's What That Taught Me About Speed.
I co-funded a $699M real estate operator's MCA. The frame I used to bring to underwriting was wrong. Here's what I learned by watching him work.
May 214 min read


What Small Business Owners Are Saying About Merchant Cash Advance Market 2026
I have been tracking the merchant cash advance market 2026 numbers closely. The data matches what I hear from business owners every day. The US merchant cash advance market is growing around 9 percent a year. Traditional bank lending to small businesses is growing about half that fast. The total market size for 2026 is projected at $35.6 billion. But the real story is not the dollar amount. It is the reason behind the growth. Owners are not turning to MCA because banks said n
May 61 min read
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