About
Continuous improvement, amplified by AI
Continuous improvement methods are decades old and well proven. What’s never existed is a way to run them with the speed, consistency and analytical depth that AI now makes possible.
Anyone can download a 5-Whys kata. Katafacts is where the 5-Whys actually gets to a root cause — where a value stream map tells you the truth about your flow instead of just illustrating it, and where an A3 holds up under a real conversation instead of just looking finished.
Licensing
Every kata and companion guide is licensed Creative Commons Attribution 4.0 (CC BY 4.0) — free to use, adapt and redistribute with attribution. Continuous improvement methods aren’t copyrightable; every kata here is authored from first principles, not traced from a published source.