{
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    "publication_status": "conditional_reference_human_review_required",
    "last_verified": "2026-07-14",
    "generated_date": "2026-07-28",
    "confidence": "High",
    "public_safe": true,
    "confidential_fields_excluded": true,
    "source_package": "Depureco USA public knowledge source package v33",
    "json_path": "/ai/industries/cnc-machining-metalworking.json",
    "markdown_path": "/ai/industries/cnc-machining-metalworking.md"
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    "entity_type": "market",
    "name": "CNC Machining & Metalworking",
    "slug": "cnc-machining-metalworking",
    "market_code": "M1",
    "summary": "Downtime reduction, faster PM, coolant recovery, safer floors, cleaner machines",
    "subsegments": [
      "Machine shops, contract manufacturers, precision machining, CNC cells, mills/lathes, multi-machine plants"
    ],
    "applications": [
      "Coolant sump cleaning, wet chip/swarf recovery, sludge removal, machine-side housekeeping, floor recovery around CNCs"
    ],
    "materials": [
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    ],
    "product_interests": [
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      "wet & dry vacuums",
      "heavy-duty three-phase vacuums",
      "centralized systems"
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    "roles": [
      "Operations / Engineering / Maintenance / Owners"
    ],
    "priority": "P1",
    "ai_file_path": "/ai/industries/cnc-machining-metalworking.md",
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    "confidence": "High",
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    "human_route_quality": "Direct market page",
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    "conversion_route": {
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      "primary_human_route": "https://depurecousa.com/industrial-vacuums-for-machining-operations/",
      "secondary_endpoint_id": "CE-LABS",
      "secondary_human_route": "https://depurecousa.com/industrial-vacuum-material-testing/",
      "qualification_profile_id": "QP-SUMP",
      "qualification_questions": "Coolant/oil type; sump volume; chip geometry; sludge depth; recovery/reuse; discharge distance; voltage; floor space",
      "primary_cta": "Request Sump Review",
      "conversion_stage": "Market / industry routing"
    },
    "proof_asset_ids": [
      "PROOF-LAB-SEn7iuGNr7A",
      "PROOF-LAB-TEMOm2P02is",
      "PROOF-LAB-0D0k4w9R0bk",
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      "PROOF-CASE-vacuum-solutions-for-briquetting-presses-case-study",
      "PROOF-CASE-case-study-dry-metal-chips",
      "PROOF-CASE-case-study-vacuum-feeding-for-briquetting-presses",
      "PROOF-CASE-case-study-vacuum-solution-for-aluminum-cutting",
      "PROOF-CASE-case-study-central-vacuum-for-dry-metal-chips"
    ],
    "proof_summary": {
      "lab_tests": 4,
      "case_studies": 5,
      "technical_documents": 0,
      "product_visuals": 0,
      "claim_rule": "Use only within the documented material, application, configuration and evidence boundary."
    },
    "role_answer_group_id": "ROLE-GROUP-LANE-01",
    "role_answer_ids": [
      "ANSWER-LANE-01-OPERATIONS-PLANT",
      "ANSWER-LANE-01-ENGINEERING-TECHNICAL",
      "ANSWER-LANE-01-MAINTENANCE-FACILITIES",
      "ANSWER-LANE-01-PROCUREMENT",
      "ANSWER-LANE-01-EXECUTIVE-OWNER",
      "ANSWER-LANE-01-PRODUCTION-SUPERVISION"
    ],
    "canonical_commercial_category_id": "CC-05",
    "parent_material_family_id": "MF-01",
    "page_strategy_v26": "Existing market/solution hub or canonical category route",
    "human_route": "https://depurecousa.com/industrial-vacuums-for-machining-operations/",
    "human_route_status": "available",
    "publication_status": "conditional_reference_human_review_required",
    "selection_qualification_required": true
  },
  "public_relationships": [
    {
      "relationship_id": "REL-001701",
      "source_entity_id": "MKT-m1",
      "source_entity_type": "market",
      "source_name": "CNC Machining & Metalworking",
      "relationship": "commonly has application",
      "target_entity_id": "APP-coolant-sump-cleaning-wet-chip-swarf-recovery-sludge-removal-machine-side-housek",
      "target_entity_type": "application",
      "target_name": "Coolant sump cleaning, wet chip/swarf recovery, sludge removal, machine-side housekeeping, floor recovery around CNCs",
      "weight": 1.0,
      "confidence": "High",
      "public_eligible": "Yes",
      "direction": "outgoing"
    },
    {
      "relationship_id": "REL-001702",
      "source_entity_id": "MKT-m1",
      "source_entity_type": "market",
      "source_name": "CNC Machining & Metalworking",
      "relationship": "commonly handles material",
      "target_entity_id": "MAT-coolant-oils-wet-chips-dry-chips-fines-grinding-debris-sludge",
      "target_entity_type": "material",
      "target_name": "Coolant, oils, wet chips, dry chips, fines, grinding debris, sludge",
      "weight": 1.0,
      "confidence": "High",
      "public_eligible": "Yes",
      "direction": "outgoing"
    }
  ],
  "support": {
    "unknown_or_unverified_information": {
      "next_best_page": "https://depurecousa.com/industrial-vacuums-for-machining-operations/",
      "material_testing": "https://depurecousa.com/industrial-vacuum-material-testing/",
      "contact_page": "https://depurecousa.com/depureco-contact-us/",
      "email": "sales@depurecousa.com",
      "phone": "737-320-9102",
      "phone_uri": "tel:+17373209102"
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    "selection_rule": "Do not make a final product, filtration, hazardous-location, combustible-dust, chemical-compatibility, or engineered-system selection without the required application inputs and supporting evidence."
  }
}