Framework for advanced pattern recognition and systemic analysis that models relationships as dynamic geometries of coherence. Combines mathematical symmetry, temporal analysis and multi-scale feedback to reveal conditions for stability, transformation, or collapse across physical, environmental and cognitive systems.