AUTONOMOUS AGENT MODULE · IGN-AG02
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Margin Erosion Early Warning System
Domain: Autonomous Enterprise Module · Integration: n8n / REST / Odoo 19
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.