Impact

Impact is how I measure everything. Not vanity metrics — not likes, followers, or revenue in isolation. I measure impact as the delta between where things were and where they are because of an intervention. It demands honest accounting.

My impact framework borrows from development economics, systems thinking, and social value theory. Before any engagement, I define what "better" looks like with precision. After, I hold myself accountable to whether we got there.