Human–AI Alignment
Resonance Spaces & Interaction Layers
Pattern Coupling & Situational Positioning
About SystemFIT-AI based on McQuirey-Atlas
SystemFit AI explores how humans, organizations and artificial intelligence establish structural fit. The framework introduces resonance spaces, interaction layers, pattern coupling and situational positioning as foundations for future orientation systems.
About the author
Marion Koziol is the developer of the McQuirey-Atlas and the SystemFit AI framework. Her work combines knowledge from psychology, philosophy, communication, organizational development and pattern-based knowledge systems. The goal is to create architectures that make orientation, resonance and structural alignment visible.
Download Whitepaper 2
Explore the SystemFit AI framework and discover how structural alignment creates more effective interaction between humans, organizations and artificial intelligence.
€150,00