{
  "metadata": {
    "schema_version": "2.0",
    "package_version": "2.0.0-rc1",
    "publication_status": "qualification_required",
    "generated_date": "2026-07-28",
    "last_verified": "2026-07-21",
    "confidence": "Context dependent",
    "public_safe": true,
    "confidential_fields_excluded": true,
    "source_package": "Depureco USA public knowledge source package v33",
    "json_path": "/ai/application-scenarios/markets/metal-fabrication-welding.json",
    "markdown_path": "/ai/application-scenarios/markets/metal-fabrication-welding.md"
  },
  "reference": {
    "entity_id": "REF-ai-application-scenarios-markets-metal-fabrication-welding",
    "entity_type": "application_scenario_portfolio",
    "name": "Metal Fabrication & Welding",
    "human_route": "https://depurecousa.com/welding-fume-extractors-2/",
    "human_route_status": "available"
  },
  "content": {
    "market": {
      "market_entity_id": "MKT-m2",
      "market_name": "Metal Fabrication & Welding",
      "human_route": "https://depurecousa.com/welding-fume-extractors-2/",
      "primary_roles": "Operations / EHS / Maintenance / Fabrication leadership"
    },
    "portfolio_summary": {
      "scenario_count": 14,
      "control_modes": [
        "Welding Fume Source Capture",
        "Airborne Dust Source Capture",
        "Settled Debris Housekeeping",
        "Inert / Wet Collection Review",
        "Central / Multi-Point Vacuum Network",
        "Fluid + Solids Recovery",
        "Overhead, Pit or Hard-Access Recovery"
      ],
      "primary_categories": [
        "Welding Fume Extraction",
        "Industrial Dust Collectors & Source Capture",
        "Fine Dust & HEPA Industrial Vacuums",
        "Combustible Dust, ORD LOC & Hazard-Rated Vacuums",
        "Continuous-Duty Three-Phase & High-Power Vacuums",
        "Mobile Wet & Dry Industrial Vacuums",
        "Centralized Vacuum Systems",
        "Sump, Coolant, Oil & Swarf Vacuums"
      ]
    },
    "scenarios": [
      {
        "scenario_id": "SCN-M2-0016",
        "market_code": "M2",
        "market_name": "Metal Fabrication & Welding",
        "department_or_area": "Manual welding bay",
        "production_stage_or_process": "MIG/TIG welding",
        "application_use_case": "Portable welding-fume capture",
        "material_examples": "welding smoke, metal oxides",
        "parent_material_family_id": "MF-13",
        "parent_material_family_name": "Welding Fumes, Smoke & Grinding Dust",
        "material_condition": "Application-specific; verify dry/wet/oily/airborne/settled and temperature",
        "control_mode_id": "CM-04",
        "control_mode": "Welding Fume Source Capture",
        "primary_category_id": "CC-08",
        "primary_category_name": "Welding Fume Extraction",
        "product_family_group": "PF-FUME",
        "candidate_product_count": 3,
        "candidate_products": "AIR WELD; XM TORCH 1M; XM TORCH 2M",
        "qualification_questions": "welding process and alloy; source distance; torch/hood compatibility; fume rate; duty cycle; filter and ventilation integration",
        "application_difference": "This scenario is separated from adjacent uses by its material state, source versus settled condition, duty, access, collection and discharge objective.",
        "disqualification_or_guardrail": "A floor vacuum does not control welding fume at the arc or torch.",
        "compliance_or_ehs_review": "Welding-fume exposure and ventilation review",
        "primary_roles": "Operations / EHS / Maintenance / Fabrication leadership",
        "scenario_priority": "P0",
        "canonical_human_route": "https://depurecousa.com/welding-fume-extractors-2/",
        "public_ai_path": "/ai/application-scenarios/markets/metal-fabrication-welding.json#SCN-M2-0016",
        "answer_summary": "For portable welding-fume capture in Metal Fabrication & Welding, resolve welding process and alloy; source distance; torch/hood compatibility; fume rate; duty cycle; filter and ventilation integration. The control method is welding fume source capture; route to welding fume extraction only after those inputs are confirmed.",
        "proof_state": "First-party proof linked at market/product level",
        "lead_generation_endpoint": "https://depurecousa.com/welding-fume-extractors-2/",
        "status": "Complete"
      },
      {
        "scenario_id": "SCN-M2-0017",
        "market_code": "M2",
        "market_name": "Metal Fabrication & Welding",
        "department_or_area": "Torch welding cell",
        "production_stage_or_process": "Torch extraction",
        "application_use_case": "On-torch welding-fume capture",
        "material_examples": "torch-generated welding fume",
        "parent_material_family_id": "MF-13",
        "parent_material_family_name": "Welding Fumes, Smoke & Grinding Dust",
        "material_condition": "Application-specific; verify dry/wet/oily/airborne/settled and temperature",
        "control_mode_id": "CM-04",
        "control_mode": "Welding Fume Source Capture",
        "primary_category_id": "CC-08",
        "primary_category_name": "Welding Fume Extraction",
        "product_family_group": "PF-FUME",
        "candidate_product_count": 3,
        "candidate_products": "AIR WELD; XM TORCH 1M; XM TORCH 2M",
        "qualification_questions": "welding process and alloy; source distance; torch/hood compatibility; fume rate; duty cycle; filter and ventilation integration",
        "application_difference": "This scenario is separated from adjacent uses by its material state, source versus settled condition, duty, access, collection and discharge objective.",
        "disqualification_or_guardrail": "A floor vacuum does not control welding fume at the arc or torch.",
        "compliance_or_ehs_review": "Welding-fume exposure and ventilation review",
        "primary_roles": "Operations / EHS / Maintenance / Fabrication leadership",
        "scenario_priority": "P0",
        "canonical_human_route": "https://depurecousa.com/welding-fume-extractors-2/",
        "public_ai_path": "/ai/application-scenarios/markets/metal-fabrication-welding.json#SCN-M2-0017",
        "answer_summary": "For on-torch welding-fume capture in Metal Fabrication & Welding, resolve welding process and alloy; source distance; torch/hood compatibility; fume rate; duty cycle; filter and ventilation integration. The control method is welding fume source capture; route to welding fume extraction only after those inputs are confirmed.",
        "proof_state": "First-party proof linked at market/product level",
        "lead_generation_endpoint": "https://depurecousa.com/welding-fume-extractors-2/",
        "status": "Complete"
      },
      {
        "scenario_id": "SCN-M2-0018",
        "market_code": "M2",
        "market_name": "Metal Fabrication & Welding",
        "department_or_area": "Robotic weld cell",
        "production_stage_or_process": "Automated welding",
        "application_use_case": "Continuous or centralized weld-cell fume extraction",
        "material_examples": "welding smoke, metal oxides",
        "parent_material_family_id": "MF-13",
        "parent_material_family_name": "Welding Fumes, Smoke & Grinding Dust",
        "material_condition": "Application-specific; verify dry/wet/oily/airborne/settled and temperature",
        "control_mode_id": "CM-04",
        "control_mode": "Welding Fume Source Capture",
        "primary_category_id": "CC-08",
        "primary_category_name": "Welding Fume Extraction",
        "product_family_group": "PF-FUME",
        "candidate_product_count": 3,
        "candidate_products": "AIR WELD; XM TORCH 1M; XM TORCH 2M",
        "qualification_questions": "welding process and alloy; source distance; torch/hood compatibility; fume rate; duty cycle; filter and ventilation integration",
        "application_difference": "This scenario is separated from adjacent uses by its material state, source versus settled condition, duty, access, collection and discharge objective.",
        "disqualification_or_guardrail": "A floor vacuum does not control welding fume at the arc or torch.",
        "compliance_or_ehs_review": "Welding-fume exposure and ventilation review",
        "primary_roles": "Operations / EHS / Maintenance / Fabrication leadership",
        "scenario_priority": "P0",
        "canonical_human_route": "https://depurecousa.com/welding-fume-extractors-2/",
        "public_ai_path": "/ai/application-scenarios/markets/metal-fabrication-welding.json#SCN-M2-0018",
        "answer_summary": "For continuous or centralized weld-cell fume extraction in Metal Fabrication & Welding, resolve welding process and alloy; source distance; torch/hood compatibility; fume rate; duty cycle; filter and ventilation integration. The control method is welding fume source capture; route to welding fume extraction only after those inputs are confirmed.",
        "proof_state": "First-party proof linked at market/product level",
        "lead_generation_endpoint": "https://depurecousa.com/welding-fume-extractors-2/",
        "status": "Complete"
      },
      {
        "scenario_id": "SCN-M2-0019",
        "market_code": "M2",
        "market_name": "Metal Fabrication & Welding",
        "department_or_area": "Grinding booth",
        "production_stage_or_process": "Grinding / sanding",
        "application_use_case": "Grinding-dust source capture",
        "material_examples": "grinding dust, sparks, abrasive fines",
        "parent_material_family_id": "MF-13",
        "parent_material_family_name": "Welding Fumes, Smoke & Grinding Dust",
        "material_condition": "Application-specific; verify dry/wet/oily/airborne/settled and temperature",
        "control_mode_id": "CM-03",
        "control_mode": "Airborne Dust Source Capture",
        "primary_category_id": "CC-07",
        "primary_category_name": "Industrial Dust Collectors & Source Capture",
        "product_family_group": "PF-DUST",
        "candidate_product_count": 7,
        "candidate_products": "DF22; DF22 SP; DF40; DF40 SP; AF 40; AF 55; AF 75",
        "qualification_questions": "source geometry; required airflow/capture velocity; dust loading; particle behavior; filter cleaning; discharge; explosion/fire controls",
        "application_difference": "This scenario is separated from adjacent uses by its material state, source versus settled condition, duty, access, collection and discharge objective.",
        "disqualification_or_guardrail": "A housekeeping vacuum is not an engineered dust collector or ventilation system.",
        "compliance_or_ehs_review": "Exposure, ventilation, fire/explosion and collector-system engineering review",
        "primary_roles": "Operations / EHS / Maintenance / Fabrication leadership",
        "scenario_priority": "P0",
        "canonical_human_route": "https://depurecousa.com/dust-collectors/",
        "public_ai_path": "/ai/application-scenarios/markets/metal-fabrication-welding.json#SCN-M2-0019",
        "answer_summary": "For grinding-dust source capture in Metal Fabrication & Welding, resolve source geometry; required airflow/capture velocity; dust loading; particle behavior; filter cleaning; discharge; explosion/fire controls. The control method is airborne dust source capture; route to industrial dust collectors & source capture only after those inputs are confirmed.",
        "proof_state": "First-party proof linked at market/product level",
        "lead_generation_endpoint": "https://depurecousa.com/dust-collectors/",
        "status": "Complete"
      },
      {
        "scenario_id": "SCN-M2-0020",
        "market_code": "M2",
        "market_name": "Metal Fabrication & Welding",
        "department_or_area": "Grinding booth",
        "production_stage_or_process": "Housekeeping",
        "application_use_case": "Settled grinding and sanding dust recovery",
        "material_examples": "metal and abrasive dust",
        "parent_material_family_id": "MF-13",
        "parent_material_family_name": "Welding Fumes, Smoke & Grinding Dust",
        "material_condition": "Application-specific; verify dry/wet/oily/airborne/settled and temperature",
        "control_mode_id": "CM-02",
        "control_mode": "Settled Debris Housekeeping",
        "primary_category_id": "CC-03",
        "primary_category_name": "Fine Dust & HEPA Industrial Vacuums",
        "product_family_group": "PF-HEPA",
        "candidate_product_count": 6,
        "candidate_products": "XM 20 JC; XM 35 JC; XM 35 JC LP; M100 JC; M100 JC LP; M100 LP",
        "qualification_questions": "material mix; wet/dry state; particle or piece size; volume per shift; duty cycle; collection and disposal method",
        "application_difference": "This scenario is separated from adjacent uses by its material state, source versus settled condition, duty, access, collection and discharge objective.",
        "disqualification_or_guardrail": "Do not confuse settled housekeeping with source capture; department-specific hazards override a general vacuum recommendation.",
        "compliance_or_ehs_review": "SDS, exposure, combustible-dust and waste review by department",
        "primary_roles": "Operations / EHS / Maintenance / Fabrication leadership",
        "scenario_priority": "P0",
        "canonical_human_route": "https://depurecousa.com/industrial-vacuum-cleaners-fine-dust/",
        "public_ai_path": "/ai/application-scenarios/markets/metal-fabrication-welding.json#SCN-M2-0020",
        "answer_summary": "For settled grinding and sanding dust recovery in Metal Fabrication & Welding, resolve material mix; wet/dry state; particle or piece size; volume per shift; duty cycle; collection and disposal method. The control method is settled debris housekeeping; route to fine dust & hepa industrial vacuums only after those inputs are confirmed.",
        "proof_state": "First-party proof linked at market/product level",
        "lead_generation_endpoint": "https://depurecousa.com/industrial-vacuum-cleaners-fine-dust/",
        "status": "Complete"
      },
      {
        "scenario_id": "SCN-M2-0021",
        "market_code": "M2",
        "market_name": "Metal Fabrication & Welding",
        "department_or_area": "Laser / plasma table",
        "production_stage_or_process": "Thermal cutting",
        "application_use_case": "Table and surrounding dust recovery",
        "material_examples": "metal fines, dross, oxide dust",
        "parent_material_family_id": "MF-13",
        "parent_material_family_name": "Welding Fumes, Smoke & Grinding Dust",
        "material_condition": "Application-specific; verify dry/wet/oily/airborne/settled and temperature",
        "control_mode_id": "CM-03",
        "control_mode": "Airborne Dust Source Capture",
        "primary_category_id": "CC-07",
        "primary_category_name": "Industrial Dust Collectors & Source Capture",
        "product_family_group": "PF-DUST",
        "candidate_product_count": 7,
        "candidate_products": "DF22; DF22 SP; DF40; DF40 SP; AF 40; AF 55; AF 75",
        "qualification_questions": "source geometry; required airflow/capture velocity; dust loading; particle behavior; filter cleaning; discharge; explosion/fire controls",
        "application_difference": "This scenario is separated from adjacent uses by its material state, source versus settled condition, duty, access, collection and discharge objective.",
        "disqualification_or_guardrail": "A housekeeping vacuum is not an engineered dust collector or ventilation system.",
        "compliance_or_ehs_review": "Exposure, ventilation, fire/explosion and collector-system engineering review",
        "primary_roles": "Operations / EHS / Maintenance / Fabrication leadership",
        "scenario_priority": "P0",
        "canonical_human_route": "https://depurecousa.com/dust-collectors/",
        "public_ai_path": "/ai/application-scenarios/markets/metal-fabrication-welding.json#SCN-M2-0021",
        "answer_summary": "For table and surrounding dust recovery in Metal Fabrication & Welding, resolve source geometry; required airflow/capture velocity; dust loading; particle behavior; filter cleaning; discharge; explosion/fire controls. The control method is airborne dust source capture; route to industrial dust collectors & source capture only after those inputs are confirmed.",
        "proof_state": "First-party proof linked at market/product level",
        "lead_generation_endpoint": "https://depurecousa.com/dust-collectors/",
        "status": "Complete"
      },
      {
        "scenario_id": "SCN-M2-0022",
        "market_code": "M2",
        "market_name": "Metal Fabrication & Welding",
        "department_or_area": "Aluminum finishing area",
        "production_stage_or_process": "Grinding / polishing",
        "application_use_case": "Reactive aluminum-dust cleanup",
        "material_examples": "aluminum fines",
        "parent_material_family_id": "MF-05",
        "parent_material_family_name": "Conductive or Reactive Metal Powder",
        "material_condition": "Application-specific; verify dry/wet/oily/airborne/settled and temperature",
        "control_mode_id": "CM-07",
        "control_mode": "Inert / Wet Collection Review",
        "primary_category_id": "CC-04",
        "primary_category_name": "Combustible Dust, ORD LOC & Hazard-Rated Vacuums",
        "product_family_group": "PF-HAZ",
        "candidate_product_count": 10,
        "candidate_products": "M100 ORD LOC; BL 20 JC ORD LOC; BL 45 ORD LOC; BL 45 JC ORD LOC; BL 45 INERT ORD LOC; TX 400 P ORD LOC; TX 750 ORD LOC; ECOBULL C2D2; AC 100 Z2-22; MINIAIR 2V Z2-22",
        "qualification_questions": "alloy or chemistry; particle size; MIE/Kst where available; moisture/oxygen sensitivity; dry versus immersion; disposal",
        "application_difference": "This scenario is separated from adjacent uses by its material state, source versus settled condition, duty, access, collection and discharge objective.",
        "disqualification_or_guardrail": "Do not auto-recommend ordinary dry vacuuming for reactive or conductive fine powders.",
        "compliance_or_ehs_review": "Reactive-metal or process-specific EHS/engineering review",
        "primary_roles": "Operations / EHS / Maintenance / Fabrication leadership",
        "scenario_priority": "P0",
        "canonical_human_route": "https://depurecousa.com/combustible-dust-vacuum-cleaners-explosion-proof/",
        "public_ai_path": "/ai/application-scenarios/markets/metal-fabrication-welding.json#SCN-M2-0022",
        "answer_summary": "For reactive aluminum-dust cleanup in Metal Fabrication & Welding, resolve alloy or chemistry; particle size; MIE/Kst where available; moisture/oxygen sensitivity; dry versus immersion; disposal. The control method is inert / wet collection review; route to combustible dust, ord loc & hazard-rated vacuums only after those inputs are confirmed.",
        "proof_state": "First-party proof linked at market/product level",
        "lead_generation_endpoint": "https://depurecousa.com/combustible-dust-vacuum-cleaners-explosion-proof/",
        "status": "Complete"
      },
      {
        "scenario_id": "SCN-M2-0023",
        "market_code": "M2",
        "market_name": "Metal Fabrication & Welding",
        "department_or_area": "Saw / cut-off area",
        "production_stage_or_process": "Cutting",
        "application_use_case": "Metal cutoffs, chips and saw debris cleanup",
        "material_examples": "chips, cutoffs, scale",
        "parent_material_family_id": "MF-02",
        "parent_material_family_name": "Metal Chips, Swarf & Turnings",
        "material_condition": "Application-specific; verify dry/wet/oily/airborne/settled and temperature",
        "control_mode_id": "CM-02",
        "control_mode": "Settled Debris Housekeeping",
        "primary_category_id": "CC-02",
        "primary_category_name": "Continuous-Duty Three-Phase & High-Power Vacuums",
        "product_family_group": "PF-THREEPHASE",
        "candidate_product_count": 7,
        "candidate_products": "TX 300; TX 400 P; TX 550 P; TX 750; PUMA 10; PUMA 15P; PUMA 20",
        "qualification_questions": "material mix; wet/dry state; particle or piece size; volume per shift; duty cycle; collection and disposal method",
        "application_difference": "This scenario is separated from adjacent uses by its material state, source versus settled condition, duty, access, collection and discharge objective.",
        "disqualification_or_guardrail": "Do not confuse settled housekeeping with source capture; department-specific hazards override a general vacuum recommendation.",
        "compliance_or_ehs_review": "SDS, exposure, combustible-dust and waste review by department",
        "primary_roles": "Operations / EHS / Maintenance / Fabrication leadership",
        "scenario_priority": "P1",
        "canonical_human_route": "https://depurecousa.com/heavy-duty-three-phase-industrial-vacuums/",
        "public_ai_path": "/ai/application-scenarios/markets/metal-fabrication-welding.json#SCN-M2-0023",
        "answer_summary": "For metal cutoffs, chips and saw debris cleanup in Metal Fabrication & Welding, resolve material mix; wet/dry state; particle or piece size; volume per shift; duty cycle; collection and disposal method. The control method is settled debris housekeeping; route to continuous-duty three-phase & high-power vacuums only after those inputs are confirmed.",
        "proof_state": "First-party proof linked at market/product level",
        "lead_generation_endpoint": "https://depurecousa.com/heavy-duty-three-phase-industrial-vacuums/",
        "status": "Complete"
      },
      {
        "scenario_id": "SCN-M2-0024",
        "market_code": "M2",
        "market_name": "Metal Fabrication & Welding",
        "department_or_area": "Weld bay floor",
        "production_stage_or_process": "Housekeeping",
        "application_use_case": "Cooled slag, spatter and mixed bay debris",
        "material_examples": "slag, wire, dust, cutoffs",
        "parent_material_family_id": "MF-16",
        "parent_material_family_name": "General Mixed Industrial Debris",
        "material_condition": "Application-specific; verify dry/wet/oily/airborne/settled and temperature",
        "control_mode_id": "CM-02",
        "control_mode": "Settled Debris Housekeeping",
        "primary_category_id": "CC-02",
        "primary_category_name": "Continuous-Duty Three-Phase & High-Power Vacuums",
        "product_family_group": "PF-THREEPHASE",
        "candidate_product_count": 7,
        "candidate_products": "TX 300; TX 400 P; TX 550 P; TX 750; PUMA 10; PUMA 15P; PUMA 20",
        "qualification_questions": "material mix; wet/dry state; particle or piece size; volume per shift; duty cycle; collection and disposal method",
        "application_difference": "This scenario is separated from adjacent uses by its material state, source versus settled condition, duty, access, collection and discharge objective.",
        "disqualification_or_guardrail": "Do not confuse settled housekeeping with source capture; department-specific hazards override a general vacuum recommendation.",
        "compliance_or_ehs_review": "SDS, exposure, combustible-dust and waste review by department",
        "primary_roles": "Operations / EHS / Maintenance / Fabrication leadership",
        "scenario_priority": "P1",
        "canonical_human_route": "https://depurecousa.com/heavy-duty-three-phase-industrial-vacuums/",
        "public_ai_path": "/ai/application-scenarios/markets/metal-fabrication-welding.json#SCN-M2-0024",
        "answer_summary": "For cooled slag, spatter and mixed bay debris in Metal Fabrication & Welding, resolve material mix; wet/dry state; particle or piece size; volume per shift; duty cycle; collection and disposal method. The control method is settled debris housekeeping; route to continuous-duty three-phase & high-power vacuums only after those inputs are confirmed.",
        "proof_state": "First-party proof linked at market/product level",
        "lead_generation_endpoint": "https://depurecousa.com/heavy-duty-three-phase-industrial-vacuums/",
        "status": "Complete"
      },
      {
        "scenario_id": "SCN-M2-0025",
        "market_code": "M2",
        "market_name": "Metal Fabrication & Welding",
        "department_or_area": "Fabrication bay",
        "production_stage_or_process": "General housekeeping",
        "application_use_case": "Mobile cleanup around tables and fixtures",
        "material_examples": "mixed metal debris, dust, light liquids",
        "parent_material_family_id": "MF-16",
        "parent_material_family_name": "General Mixed Industrial Debris",
        "material_condition": "Application-specific; verify dry/wet/oily/airborne/settled and temperature",
        "control_mode_id": "CM-02",
        "control_mode": "Settled Debris Housekeeping",
        "primary_category_id": "CC-01",
        "primary_category_name": "Mobile Wet & Dry Industrial Vacuums",
        "product_family_group": "PF-WETDRY",
        "candidate_product_count": 5,
        "candidate_products": "M100; M PRO; MINIBULL; WD 132P; WD AIR",
        "qualification_questions": "material mix; wet/dry state; particle or piece size; volume per shift; duty cycle; collection and disposal method",
        "application_difference": "This scenario is separated from adjacent uses by its material state, source versus settled condition, duty, access, collection and discharge objective.",
        "disqualification_or_guardrail": "Do not confuse settled housekeeping with source capture; department-specific hazards override a general vacuum recommendation.",
        "compliance_or_ehs_review": "SDS, exposure, combustible-dust and waste review by department",
        "primary_roles": "Operations / EHS / Maintenance / Fabrication leadership",
        "scenario_priority": "P0",
        "canonical_human_route": "https://depurecousa.com/wet-and-dry-industrial-vacuum-cleaners/",
        "public_ai_path": "/ai/application-scenarios/markets/metal-fabrication-welding.json#SCN-M2-0025",
        "answer_summary": "For mobile cleanup around tables and fixtures in Metal Fabrication & Welding, resolve material mix; wet/dry state; particle or piece size; volume per shift; duty cycle; collection and disposal method. The control method is settled debris housekeeping; route to mobile wet & dry industrial vacuums only after those inputs are confirmed.",
        "proof_state": "First-party proof linked at market/product level",
        "lead_generation_endpoint": "https://depurecousa.com/wet-and-dry-industrial-vacuum-cleaners/",
        "status": "Complete"
      },
      {
        "scenario_id": "SCN-M2-0026",
        "market_code": "M2",
        "market_name": "Metal Fabrication & Welding",
        "department_or_area": "Multi-bay fabrication shop",
        "production_stage_or_process": "Plant engineering",
        "application_use_case": "Centralized housekeeping across weld and grind bays",
        "material_examples": "settled dust, chips, light scrap",
        "parent_material_family_id": "MF-16",
        "parent_material_family_name": "General Mixed Industrial Debris",
        "material_condition": "Application-specific; verify dry/wet/oily/airborne/settled and temperature",
        "control_mode_id": "CM-05",
        "control_mode": "Central / Multi-Point Vacuum Network",
        "primary_category_id": "CC-06",
        "primary_category_name": "Centralized Vacuum Systems",
        "product_family_group": "PF-CENTRAL",
        "candidate_product_count": 22,
        "candidate_products": "CVS 40P; CVS 55P; CVS 75; CVS 110 P; CVS 125 P; CVS 150; CVS 185; CVS 200 P; CVS 250; CVS 300 ROOTS; CVS 370 ROOTS; HF 10; HF 15P; HF 18; HF 30P; HF 35P; HF 300; PUMA FIX 10; PUMA FIX 15P; PUMA FIX 20; DF FIX 55 SP; DF FIX 75 SP",
        "qualification_questions": "pickup points; simultaneous users; equivalent distance; vertical lift; material velocity; filtration; separation; discharge; controls",
        "application_difference": "This scenario is separated from adjacent uses by its material state, source versus settled condition, duty, access, collection and discharge objective.",
        "disqualification_or_guardrail": "Do not size a central network without simultaneous-use, piping, separation and material-velocity calculations.",
        "compliance_or_ehs_review": "Facility hazard zoning, system controls and engineering approval",
        "primary_roles": "Operations / EHS / Maintenance / Fabrication leadership",
        "scenario_priority": "P0",
        "canonical_human_route": "https://depurecousa.com/centralized-vacuum-systems/system-design-engineering/",
        "public_ai_path": "/ai/application-scenarios/markets/metal-fabrication-welding.json#SCN-M2-0026",
        "answer_summary": "For centralized housekeeping across weld and grind bays in Metal Fabrication & Welding, resolve pickup points; simultaneous users; equivalent distance; vertical lift; material velocity; filtration; separation; discharge; controls. The control method is central / multi-point vacuum network; route to centralized vacuum systems only after those inputs are confirmed.",
        "proof_state": "First-party proof linked at market/product level",
        "lead_generation_endpoint": "https://depurecousa.com/centralized-vacuum-systems/system-design-engineering/",
        "status": "Complete"
      },
      {
        "scenario_id": "SCN-M2-0027",
        "market_code": "M2",
        "market_name": "Metal Fabrication & Welding",
        "department_or_area": "Paint / coating prep",
        "production_stage_or_process": "Surface preparation",
        "application_use_case": "Coating and sanding dust cleanup",
        "material_examples": "paint dust, coating residue, abrasive dust",
        "parent_material_family_id": "MF-03",
        "parent_material_family_name": "Fine Dry Dust & Industrial Powders",
        "material_condition": "Application-specific; verify dry/wet/oily/airborne/settled and temperature",
        "control_mode_id": "CM-03",
        "control_mode": "Airborne Dust Source Capture",
        "primary_category_id": "CC-07",
        "primary_category_name": "Industrial Dust Collectors & Source Capture",
        "product_family_group": "PF-DUST",
        "candidate_product_count": 7,
        "candidate_products": "DF22; DF22 SP; DF40; DF40 SP; AF 40; AF 55; AF 75",
        "qualification_questions": "source geometry; required airflow/capture velocity; dust loading; particle behavior; filter cleaning; discharge; explosion/fire controls",
        "application_difference": "This scenario is separated from adjacent uses by its material state, source versus settled condition, duty, access, collection and discharge objective.",
        "disqualification_or_guardrail": "A housekeeping vacuum is not an engineered dust collector or ventilation system.",
        "compliance_or_ehs_review": "Exposure, ventilation, fire/explosion and collector-system engineering review",
        "primary_roles": "Operations / EHS / Maintenance / Fabrication leadership",
        "scenario_priority": "P1",
        "canonical_human_route": "https://depurecousa.com/dust-collectors/",
        "public_ai_path": "/ai/application-scenarios/markets/metal-fabrication-welding.json#SCN-M2-0027",
        "answer_summary": "For coating and sanding dust cleanup in Metal Fabrication & Welding, resolve source geometry; required airflow/capture velocity; dust loading; particle behavior; filter cleaning; discharge; explosion/fire controls. The control method is airborne dust source capture; route to industrial dust collectors & source capture only after those inputs are confirmed.",
        "proof_state": "First-party proof linked at market/product level",
        "lead_generation_endpoint": "https://depurecousa.com/dust-collectors/",
        "status": "Complete"
      },
      {
        "scenario_id": "SCN-M2-0028",
        "market_code": "M2",
        "market_name": "Metal Fabrication & Welding",
        "department_or_area": "Machining department",
        "production_stage_or_process": "CNC machining",
        "application_use_case": "Coolant and swarf sump maintenance",
        "material_examples": "coolant, chips, sludge",
        "parent_material_family_id": "MF-01",
        "parent_material_family_name": "Coolant, Oil, Liquids & Sludge",
        "material_condition": "Application-specific; verify dry/wet/oily/airborne/settled and temperature",
        "control_mode_id": "CM-01",
        "control_mode": "Fluid + Solids Recovery",
        "primary_category_id": "CC-05",
        "primary_category_name": "Sump, Coolant, Oil & Swarf Vacuums",
        "product_family_group": "PF-SUMP",
        "candidate_product_count": 10,
        "candidate_products": "M 70 OIL; M100 OIL; M130 OIL P; RAM OIL 200 MP; RAM OIL 250 T; RAM OIL 250 TS; RAM OIL 280 MP; RAM OIL 500 MP; RAM OIL 1000 AV; RAM OIL 1000 MP",
        "qualification_questions": "tank or sump volume; liquid chemistry; solids percentage; chip/sludge geometry; hose distance and lift; discharge or return objective",
        "application_difference": "This scenario is separated from adjacent uses by its material state, source versus settled condition, duty, access, collection and discharge objective.",
        "disqualification_or_guardrail": "Do not select from tank volume alone or treat dense slurry, corrosive fluid and clean coolant as the same application.",
        "compliance_or_ehs_review": "SDS, flammability, corrosion, waste and fluid-reuse procedures as applicable",
        "primary_roles": "Operations / EHS / Maintenance / Fabrication leadership",
        "scenario_priority": "P0",
        "canonical_human_route": "https://depurecousa.com/sump-vacuums-for-coolant-and-metal-chips/",
        "public_ai_path": "/ai/application-scenarios/markets/metal-fabrication-welding.json#SCN-M2-0028",
        "answer_summary": "For coolant and swarf sump maintenance in Metal Fabrication & Welding, resolve tank or sump volume; liquid chemistry; solids percentage; chip/sludge geometry; hose distance and lift; discharge or return objective. The control method is fluid + solids recovery; route to sump, coolant, oil & swarf vacuums only after those inputs are confirmed.",
        "proof_state": "First-party proof linked at market/product level",
        "lead_generation_endpoint": "https://depurecousa.com/sump-vacuums-for-coolant-and-metal-chips/",
        "status": "Complete"
      },
      {
        "scenario_id": "SCN-M2-0029",
        "market_code": "M2",
        "market_name": "Metal Fabrication & Welding",
        "department_or_area": "Maintenance pit",
        "production_stage_or_process": "Hard-access cleanup",
        "application_use_case": "Oil, grit and mixed debris recovery",
        "material_examples": "oil, water, grit, metal debris",
        "parent_material_family_id": "MF-16",
        "parent_material_family_name": "General Mixed Industrial Debris",
        "material_condition": "Application-specific; verify dry/wet/oily/airborne/settled and temperature",
        "control_mode_id": "CM-12",
        "control_mode": "Overhead, Pit or Hard-Access Recovery",
        "primary_category_id": "CC-01",
        "primary_category_name": "Mobile Wet & Dry Industrial Vacuums",
        "product_family_group": "PF-WETDRY",
        "candidate_product_count": 5,
        "candidate_products": "M100; M PRO; MINIBULL; WD 132P; WD AIR",
        "qualification_questions": "access opening; vertical lift; hose length; reach; debris condition; ergonomics; fall/confined-space controls",
        "application_difference": "This scenario is separated from adjacent uses by its material state, source versus settled condition, duty, access, collection and discharge objective.",
        "disqualification_or_guardrail": "Vacuum selection does not replace fall protection, confined-space or access procedures.",
        "compliance_or_ehs_review": "Access, fall protection, confined-space and exposure review",
        "primary_roles": "Operations / EHS / Maintenance / Fabrication leadership",
        "scenario_priority": "P1",
        "canonical_human_route": "https://depurecousa.com/wet-and-dry-industrial-vacuum-cleaners/",
        "public_ai_path": "/ai/application-scenarios/markets/metal-fabrication-welding.json#SCN-M2-0029",
        "answer_summary": "For oil, grit and mixed debris recovery in Metal Fabrication & Welding, resolve access opening; vertical lift; hose length; reach; debris condition; ergonomics; fall/confined-space controls. The control method is overhead, pit or hard-access recovery; route to mobile wet & dry industrial vacuums only after those inputs are confirmed.",
        "proof_state": "First-party proof linked at market/product level",
        "lead_generation_endpoint": "https://depurecousa.com/wet-and-dry-industrial-vacuum-cleaners/",
        "status": "Complete"
      }
    ]
  },
  "support": {
    "unknown_or_unverified_information": {
      "next_best_page": "https://depurecousa.com/welding-fume-extractors-2/",
      "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"
    },
    "selection_rule": "Use this reference for qualification and routing. Final product, compliance, filtration, chemical compatibility, and system design decisions require application review."
  }
}
