Practical tools for better risk decisions.

This is where I share the risk tools I've built and actually use. Free, open, and honest about their limits.

“The only true wisdom is in knowing you know nothing.”

Socrates

Map · v1.0 12 domains · 54 categories · 189 risk factors

AI Risk Map

A thought-starter for identifying AI-specific risk factors, built to widen the conversation before formal assessment.

Explore the map Get the files on GitHub

Structured overviewA single-page view across major domains of AI risk.
Visual hierarchyDomains → categories → risk factors to guide broader thinking.
Blind spots revealedSpotlight overlooked risks most teams miss.
Better conversationsSparks sharper discussions and stronger decisions.

Why this exists

I started this site years ago to share practical risk tools. Then work got busy and it sat quietly for longer than I'd like to admit. I'm bringing it back because the gap hasn't closed: most risk material is either too abstract to use or too proprietary to share. What you find here comes from practice, and it's yours to use.

House rules

Free to useThe licence is on every page.
OpenSource files live on GitHub.
VersionedThings change, and you can see when and why.
Honest about limitsEvery tool says what it isn't.