Maritime and supply chain OSINT tools for intelligence practitioners and researchers
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Updated
Oct 14, 2026 - Python
Maritime and supply chain OSINT tools for intelligence practitioners and researchers
LangGraph freight carrier router separating relational queries (read-only SQLite) from qualitative capabilities (hybrid FTS5 BM25 + ChromaDB with Cross-Encoder re-ranking). Includes FMCSA safety audit gating and NMFC freight class calculation.
Policy-gated federated learning for global supply-chain intelligence. Enables enterprise-sovereign AI for disruption prediction and carbon-compliant routing without sharing raw logistics data.
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