Growth is a systems problem.

Optimization without structure amplifies chaos.

Structural Thinking

Most growth plateaus are not channel failures. They are architecture failures.

Constraint Diagnosis

Every growth ceiling is traceable to a structural bottleneck inside acquisition, conversion or infrastructure.

Scale Discipline

Unstructured scaling increases revenue temporarily — but destroys margin long term.