REORG
Dual-Projection Reorganization Through Harmonic Resonance
Your system exists in two spaces simultaneously: how it behaves (observed) and how it's structured (imposed). Reorg detects the dissonance between them and proposes transformations toward alignment.
Every System Lives in Two Spaces
Jitter Space: How your system actually behaves. The temporal patterns, interaction frequencies, and dynamic clusters that emerge from observation. This is discovered, not designed.
Tenancy Space: How your system is formally organized. The folder hierarchies, access permissions, and structural partitions you've imposed. This is defined, not discovered.
When these two projections are aligned, work flows naturally. When they're misaligned, everything feels harder than it should be. Files live in the wrong folders. Teams own the wrong components. The org chart doesn't match who actually collaborates.
Reorg measures the phase alignment between observed behavior and imposed structure, then generates specific transformations to minimize dissonance.
Jitter Space
Observed temporal clustering. Entities that behave similarly group together naturally.
Tenancy Space
Imposed hierarchical structure. Entities live in partition cells you've defined.
Dissonance occurs when these projections don't match. An entity clustered with group A (jitter) but living in partition B (tenancy) creates friction. Reorg computes the phase alignment and proposes moves that bring the spaces into resonance.
What Reorg Does
Jitter Projection
Discovers equivalence classes from temporal signatures—entities that behave similarly cluster together, regardless of where they're currently located.
Tenancy Projection
Maps your existing hierarchical structure—the folders, teams, and access partitions you've explicitly defined.
Phase Alignment Analysis
Computes resonance between observed behavior and imposed structure, measuring how aligned your two projections are.
Dissonance Detection
Identifies entities in the wrong partition cells—things that behaviorally belong together but are structurally separated.
Transformation Synthesis
Generates CHORD-quality reorganization proposals with confidence scores, showing exactly what to move and why.
Harmonic Convergence
Iteratively refines structure toward consonance—your system's imposed organization converges on its natural behavior.
Not Heuristics—Set Theory
Reorg isn't based on rules of thumb or pattern matching. It's grounded in mathematical set theory with harmonic analysis:
Entities are elements. Jitter classes are dynamically discovered equivalence classes (temporal clustering). Tenancy cells are statically defined partition cells (hierarchical structure). Reorganization is a transformation function that minimizes the dissonance metric between projections.
When an entity belongs to jitter class A but lives in tenancy cell B, and those spaces are misaligned, Reorg computes the phase alignment vector and proposes a transformation. The confidence score reflects spectral correlation between the entity's observed signature and the target cell's structural frequency.
This is pure mathematics. The reorganizations aren't suggestions—they're computable transformations with measurable resonance.
What You See vs. What We See
Reorg maintains clear boundaries between user-facing outputs and internal analysis.
You See
Reorganization recommendations with confidence scores. Specific transformation proposals. Before/after structure visualizations. Clear rationale for each change.
We See (Roxy Systems Only)
Full dual-projection comparison analysis. Phase alignment metrics. Spectral correlation coefficients. Dissonance vectors. Complete CHORD synthesis. Internal calibration data.
The comparison between jitter and tenancy projections is a Roxy Systems internal analysis tool—you get the reorganization recommendations, we use the phase alignment data to improve the system.
Align Structure With Behavior
Stop forcing your system into arbitrary hierarchies. Let Reorg measure the dissonance between how your system behaves and how it's organized, then apply transformations that bring them into resonance.
Launch Reorg Measure Phase Alignment →