Writing
Notes on payments, AI operations, and where the two disciplines borrow from each other.
Most people use AI to write. I use it to work.
I built an AI system that runs my own sales pipeline — drafting, chasing, documenting. It never sends or decides. What it fixed, and what changed my mind about which asset is worth anything.
AI Didn't Make People More Productive. Yet.
Handing someone a faster tool rarely changes the work. The opportunity nobody is spending on is redesigning the workflow around it.
The Best AI Use Case Is Usually Boring
The most valuable automation doesn't generate an impressive demo. It processes the 800 documents nobody wants to touch.
I Am More Interested in Leverage Than Productivity
Productivity asks how to get more done in an hour. Leverage asks how to make that same hour worth more after it ends.
I Like Business Ideas. I Trust Experiments More.
Good ideas are cheap. The hard part is finding out which one survives contact with customers and reality.
Payment Orchestration Is Not a Fancy Payment Gateway
The value was never in the routing. It's in optionality — being able to move, compare, optimize, and survive.
The Complexity Tax
A business can look profitable and still be exhausting to operate. Spreadsheets capture revenue, not complexity.
What I Notice When Watching Startup Pitches
The best pitches make the connection between problem, solution, distribution and economics feel inevitable.
Why Payment Approval Rate Can Be a Dangerous KPI
A declined transaction isn't just a decline — it's a lost customer, a chargeback, a second attempt. Context matters.