Notes on the future of finance

Most "AI agents" are just a model with a microphone. The thing that makes them safe, useful, and production-ready is the harness around them. Here's what that means for finance.

The next twenty-four months will reshape finance roles more than the previous twenty years. Handled well, this is one of the most exciting shifts the profession has seen. Handled badly, it produces a skills gap the industry will still be paying for in a decade.

Every founder discovers their non-negotiables under pressure. Here are ours, why we chose them, and how they show up in the software we're building.

Model Context Protocol has quietly become the standard way for AI to interact with real business systems. For accounting, that changes what is possible, and it exposes exactly how far behind the incumbent platforms already are.

AI isn't shrinking finance teams, it's making them more ambitious. Why the headcount-savings pitch is the wrong way to sell AI in finance.