Product manager in fintech. I've spent years building the plumbing that moves money — enterprise-grade transaction processing infrastructure and consumer payment apps used by millions. Lately I've been thinking hard about what happens when LLMs get dropped into that stack: where they help, where they break, and what it takes to ship AI features responsibly in regulated industries.