Today, extensive interconnected global processes provide non-state actors with a degree of agency that a 'System of States' paradigm cannot account for alone. Using Russia-Latin America relations as a case study and applying a Complex Adaptive Systems perspective, this work explores alternative international mechanisms of order and organization.