Ria-Zee/TradeFlow-Agent

An AI-powered proactive African trade intelligence system that monitors live market conditions, runs multi-agent analysis with transparent disagreement resolution, produces actionable confidence ledgers, and automatically alerts traders when disruptions require re-planning before they lose money. # TradeFlow Command System ### AI-Powered Multi-Agent Trade Intelligence for African Importers and Exporters > Built for the Microsoft Agents League Hackathon 2026 — Reasoning Agents Track --- ## What is TradeFlow? TradeFlow is a multi-agent AI system that helps African SME importers and exporters make high-confidence cross-border trade decisions. It does not give you a number. It gives you a **decision** — with reasoning, confidence levels, risk flags, and a full audit trail of every assumption made. **Example query:** > "I want to import 500 units of Samsung smartphones from China to Lagos via Apapa port." **TradeFlow responds with:** - Market intelligence analysis (FX risk, duties, demand signals) - Logistics routing options (Apapa vs Tincan vs Cotonou) - Compliance and risk assessment (SONCAP, NCC, customs requirements) - A verified final trade recommendation (PROCEED / PROCEED WITH CAUTION / PAUSE) - A full decision traceability report showing every assumption and data flag --- ## The Crisis Commander Loop TradeFlow is not a static query system. It is a dynamic re-planning intelligence system. When a disruption signal arrives — a port closure, FX spike, policy change, or supplier fraud alert — TradeFlow automatically re-runs the entire agent chain with the new context and produces a revised recommendation. --- ## Agent Architecture - Orchestrator Agent: decomposes query, routes to specialists, manages state - Market Intelligence Agent: FX rates, duties, demand signals, landed cost - Route and Logistics Agent: port conditions, freight options, transit times - Risk and Compliance Agent: SONCAP, NCC, NAFDAC, supplier risk, FX risk - Critic and Verifier Agent: cross-checks all outputs, scores confidence, final verdict --- ## Responsible AI Design - Every data point flagged as ESTIMATED or ASSUMED - Every assumption listed explicitly - Confidence levels assigned per agent - No fabricated tariff rates or regulatory requirements - Traders directed to …