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  <title>Global Supply Chain &amp; Inventory Control COO Human–LLM–OR Production Lines (Latin America (LATAM)) — COO Agent Operations | ANDYGROVE.SYSTEMS</title>
  <author_name>ANDYGROVE.SYSTEMS Continuing Professional Development &amp; Operations Research Collective</author_name>
  <author_url>https://andygrove.systems/education</author_url>
  <provider_name>ANDYGROVE.SYSTEMS — High Output Operations &amp; Fresh Preprints Upskilling Hub</provider_name>
  <provider_url>https://andygrove.systems</provider_url>
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  <url>https://andygrove.systems/latam/coo-supply-chain-inventory-control</url>
  <description>Global Supply Chain &amp; Inventory Control COO Human–LLM–OR Production Lines in Latin America (LATAM) (OTIF ≥ 98.5% · Stockout &amp; Holding Cost Minimization). Governing COO law: Human Context + LLM Signal Parser + OR Base-Stock Solver (arXiv:2602.12631). Request a 7-day 1-Page Agent Line Audit or engage $20–45/hr IE/OR pods (USP (Poli — Engenharia de Produção), UNICAMP, UFRJ (COPPE Produção), PUC-Rio, Tecnológico de Monterrey, UNAM, Universidad de Chile (DII), UC Chile, UniAndes (Ingeniería Industrial), ITBA). | Fresh Preprints: https://andygrove.systems/preprints | 42-Hr CPD Hub: https://andygrove.systems/education (Independent platform; not affiliated with Intel Corporation or the Grove family)</description>
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