Agentic AI orchestration layer for the global CPG ecosystem that forms judgement, proposes governed decisions, and autonomously executes coordinated actions across retailers, brands, brokers, distributors, manufacturers, 3PLs and service providers. Integrates syndicated and company data as private cognitive signals, surfaces time‑bound decision proposals for human approval when needed, and maintains persistent memory to learn and drive end‑to‑end inter‑company execution.