A decade inside the system.
Working independently.

"The through-line: payments only work when the people who are supposed to use them actually do. Every engagement at Margin Labs starts from that premise — and builds backwards through model selection, provider evaluation, onboarding design, and adoption strategy."

The operating principles behind every engagement.

• Payments adoption is a product problem, not a sales problem.
• Most platforms choose their monetization model too early and change it too late.
• The gap between Model 1 and Model 3 is usually 3× revenue. The implementation gap is rarely as large as people think.
• A payments program that 60% of merchants use is worth more than one that 20% use at twice the take rate.
• The best time to model your payments opportunity is before you've committed to a vendor. The second-best time is right now.

Built from the inside out.

• Embedded payments strategy across ISV Referral, Enhanced Residuals, PayFac-as-a-Service, and Full PayFac models — including live implementations and migrations.
• Merchant onboarding and activation design — the part most platforms get wrong. Adoption strategy, KYC flow design, and the UX decisions that determine whether 20% or 80% of merchants actually use the program.
• Processor and vendor negotiations — not just model selection, but term sheet review, pricing benchmarks, and creating competitive tension during active evaluations.
• PE-backed SaaS environments — growth-stage operators, acquisition integration, and board-level payments strategy presentations. This is where most of the buying decisions actually get made.
• Banking-as-a-Service and banking infrastructure product management — including deposit products, card programs, and payment rails for underserved and underbanked market segments.