Federation layer sits above operator instances—each federation is a complete operational entity (fleet, clients, zones, rates, policies) sharing platform infrastructure but maintaining data isolation. Hierarchical organization (Federation → Group → Client → Driver) enables inheritance of rates and policies at each level. API versioning ensures aggregator integrations remain stable as the platform evolves. Single deployment serves multiple cities, multiple operators, multiple booking models—unified management, independent operations.