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  "name": "Costable — Parametric Should-Cost Analysis",
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  "description": "Parametric should-cost: P50/P80/P90 estimates, 801 materials, 25 countries, quote review.",
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     "description": "Instantly estimate the should-cost of a manufactured part using natural language. Returns P50 (median), P80 and P90 cost-at-risk per unit based on Monte Carlo…"
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    {
     "name": "search_materials",
     "description": "Search the Costable materials database (37 materials with LME-sourced pricing). Returns material name, category, price per kg, density, and strength properties."
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     "name": "search_processes",
     "description": "Search the Costable manufacturing process database (41 processes). Returns process name, category, machine rate ($/hr), and cycle time model."
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     "description": "Add a material (BOM line) to an existing cost model. Searches the materials database by name query — no need for exact IDs."
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     "description": "Run the Monte Carlo should-cost calculation on a cost model. Returns P50 (median), P80 and P90 cost-at-risk per unit, plus a full cost breakdown (material…"
    },
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     "name": "compare_manufacturing_countries",
     "description": "Run the cost model across multiple manufacturing countries simultaneously to identify the optimal sourcing location. Returns P50/P80/P90 per country and %…"
    },
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     "name": "review_supplier_quote",
     "description": "Analyse a supplier quote against Costable's should-cost benchmarks. Returns a line-by-line delta (% over/under should-cost), verdict (LOW / COMPETITIVE / HIGH…"
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