AFIN models the freight economy as a continuously evolving, event-driven graph of loads, carriers...AFIN models the freight economy as a continuously evolving, event-driven graph of loads, carriers...
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AFIN models the freight economy as a continuously evolving, event-driven graph of loads, carriers, lanes, shippers, and shipments. A set of specialized engines handle load acquisition, market intelligence, carrier intelligence, pricing and margin optimization, negotiation, dispatch, tracking, risk and compliance, and financial settlement. A Master Control orchestration layer governs which engine acts and resolves conflicts under a fixed hierarchy of safety over financial accuracy over optimization over speed, with graduated autonomy from manual to fully autonomous. The system boots through a defined activation sequence, proves the flow with an end-to-end demo that carries a load from acquisition through settlement, and handles fraud-detection, disruption self-healing, and global risk-override scenarios. State is durable via SQLite, and external services sit behind adapter interfaces with offline mocks so the core runs fully offline on deterministic formulas.
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