Twenty years of building and operating across embedded payments, healthcare systems, engineering teams, and operating models. What ties the work together is defined ownership, better sequencing, stronger systems, and decisions that help the business move.
Embedded payments
Growing SaaS platform had an embedded payments opportunity.
Aligned product, compliance, operations, and engineering around a monetization model that could scale.
Ownership sat across the functions responsible for making embedded payments work.
Operations
$2B+ annual payments volume created an opportunity for stronger operating discipline across product, compliance, and engineering.
Clarified ownership and operating discipline across product, engineering, and compliance.
Payments operations had named accountability across product, engineering, and compliance while supporting $2B+ in annual volume.
Systems
Healthcare transaction systems needed to support high claim volume where small inefficiencies compound quickly.
Designed architecture and workflows around reliability and operational scale.
Supported 1B+ healthcare claims over the system's operating life.
Engineering velocity
AI adoption created an opportunity to turn experimentation into measurable delivery improvement.
Turned scattered tool usage into engineering workflows that improved throughput, decision quality, and delivery focus.
AI became part of the full delivery loop: planning, building, review, and shipping—not just code generation.