Beyond Systems™

About the Substack

Beyond Systems™ explains why AI fails in institutions and how it succeeds when designed for approval, governance, and adoption under real-world constraints.

About Steve Chaparro

Founder & Managing Partner at Beyond Capital™ | Ex-IDEO

Is this your Substack? Submit changes.