risk
Twenty-five years in risk, plus the AI tools that now help.
- StoryFrom model to agent: what changed when I stopped predicting and started investigatingWhy the regression models that came out of the hackathon got replaced within weeks by three agentic tools. The short version: probability scores without narrative are not what analysts need.
- StoryOne hour, one marketing listA vague ask ("give me a list of prospects that look like X") turned into a working pipeline across three data sources in under sixty minutes. A small build, but the speed is the point.
- StoryThe hackathon that started it allA one-day hackathon in February 2026, a merchant-risk problem I had been looking at for a year, and a pipeline that scanned 30,000 websites in an afternoon. The origin of everything else on this site.