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Margin Erosion Early Warning System

Margin Erosion Early Warning System

Continuous margin monitoring engine detecting commodity price surges, tariff shifts, and freight spikes.
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AUTONOMOUS AGENT MODULE · IGN-AG02

Margin Erosion Early Warning System

Domain: Autonomous Enterprise Module · Integration: n8n / REST / Odoo 19

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1. Operational Process Scope

Real-time tracking of raw material spot prices, freight rates, and FX movements against committed sale contracts.

  • Target Inputs: Live LME/metal spot indices, container freight rate telemetry, ERP purchase and sales orders.
  • Validation Rules: Configurable gross margin threshold (e.g. alert if projected lot margin drops below 8%).
  • Execution Outputs: Automated alert dispatch to commercial desk, updated margin recalculation in ERP quote draft.

2. Deterministic Guardrails & Governance

This module operates with bounded deterministic rule checking. All high-risk decisions require explicit human-in-the-loop authorization before committing changes to the production ledger.

Operational Limitations: Dependent on external market API availability and client cost breakdown data completeness.

Deployment Architecture: Orchestrated via self-hosted n8n cluster on dedicated German cloud nodes (Hetzner, ISO 27001). Connects to Odoo 19 ERP via secure API webhooks. Immutable JSON audit logging of all triggers and execution states.