{
  "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/foundries.json",
    "markdown_path": "/ai/application-scenarios/markets/foundries.md"
  },
  "reference": {
    "entity_id": "REF-ai-application-scenarios-markets-foundries",
    "entity_type": "application_scenario_portfolio",
    "name": "Foundries",
    "human_route": "https://depurecousa.com/industrial-vacuum-solutions-foundries/",
    "human_route_status": "available"
  },
  "content": {
    "market": {
      "market_entity_id": "MKT-m21",
      "market_name": "Foundries",
      "human_route": "https://depurecousa.com/industrial-vacuum-solutions-foundries/",
      "primary_roles": "Plant / Foundry / Maintenance / EHS / Process Engineering"
    },
    "portfolio_summary": {
      "scenario_count": 15,
      "control_modes": [
        "Bulk Recovery + Pre-Separation",
        "Airborne Dust Source Capture",
        "Settled Debris Housekeeping",
        "Hot Material Recovery",
        "Alternative Control Required",
        "Welding Fume Source Capture",
        "Fluid + Solids Recovery",
        "Central / Multi-Point Vacuum Network"
      ],
      "primary_categories": [
        "Continuous-Duty Three-Phase & High-Power Vacuums",
        "Industrial Dust Collectors & Source Capture",
        "Fine Dust & HEPA Industrial Vacuums",
        "Engineering / alternative control",
        "Welding Fume Extraction",
        "Sump, Coolant, Oil & Swarf Vacuums",
        "Centralized Vacuum Systems"
      ]
    },
    "scenarios": [
      {
        "scenario_id": "SCN-M21-0174",
        "market_code": "M21",
        "market_name": "Foundries",
        "department_or_area": "Sand system / muller",
        "production_stage_or_process": "Sand preparation",
        "application_use_case": "Settled molding-sand and binder-residue cleanup",
        "material_examples": "molding sand, binder, fines",
        "parent_material_family_id": "MF-07",
        "parent_material_family_name": "Abrasive Media, Garnet & Slurry",
        "material_condition": "Application-specific; verify dry/wet/oily/airborne/settled and temperature",
        "control_mode_id": "CM-11",
        "control_mode": "Bulk Recovery + Pre-Separation",
        "primary_category_id": "CC-02",
        "primary_category_name": "Continuous-Duty Three-Phase & High-Power Vacuums",
        "product_family_group": "PF-HEAVY",
        "candidate_product_count": 5,
        "candidate_products": "PUMA 20 SP; PUMA 30 P SP; PUMA 35 P SP; TX 550 P SP; TX 750 SP",
        "qualification_questions": "bulk density; abrasiveness; volume; chunk size; separator efficiency; filter protection; discharge container and handling",
        "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 pre-separator protects the system but is not the vacuum source; abrasive wear and discharge must be qualified.",
        "compliance_or_ehs_review": "Material hazard, abrasion and handling review",
        "primary_roles": "Plant / Foundry / Maintenance / EHS / Process Engineering",
        "scenario_priority": "P0",
        "canonical_human_route": "https://depurecousa.com/heavy-duty-three-phase-industrial-vacuums/",
        "public_ai_path": "/ai/application-scenarios/markets/foundries.json#SCN-M21-0174",
        "answer_summary": "For settled molding-sand and binder-residue cleanup in Foundries, resolve bulk density; abrasiveness; volume; chunk size; separator efficiency; filter protection; discharge container and handling. The control method is bulk recovery + pre-separation; 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-M21-0175",
        "market_code": "M21",
        "market_name": "Foundries",
        "department_or_area": "Sand conveyor / transfer",
        "production_stage_or_process": "Material handling",
        "application_use_case": "Airborne sand-dust source capture",
        "material_examples": "sand dust, binder dust",
        "parent_material_family_id": "MF-06",
        "parent_material_family_name": "Silica, Concrete & Mineral 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": "Plant / Foundry / Maintenance / EHS / Process Engineering",
        "scenario_priority": "P0",
        "canonical_human_route": "https://depurecousa.com/dust-collectors/",
        "public_ai_path": "/ai/application-scenarios/markets/foundries.json#SCN-M21-0175",
        "answer_summary": "For airborne sand-dust source capture in Foundries, 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-M21-0176",
        "market_code": "M21",
        "market_name": "Foundries",
        "department_or_area": "Mold line",
        "production_stage_or_process": "Housekeeping",
        "application_use_case": "Broken mold, sand spill and floor recovery",
        "material_examples": "sand, mold debris, metal fines",
        "parent_material_family_id": "MF-07",
        "parent_material_family_name": "Abrasive Media, Garnet & Slurry",
        "material_condition": "Application-specific; verify dry/wet/oily/airborne/settled and temperature",
        "control_mode_id": "CM-11",
        "control_mode": "Bulk Recovery + Pre-Separation",
        "primary_category_id": "CC-02",
        "primary_category_name": "Continuous-Duty Three-Phase & High-Power Vacuums",
        "product_family_group": "PF-HEAVY",
        "candidate_product_count": 5,
        "candidate_products": "PUMA 20 SP; PUMA 30 P SP; PUMA 35 P SP; TX 550 P SP; TX 750 SP",
        "qualification_questions": "bulk density; abrasiveness; volume; chunk size; separator efficiency; filter protection; discharge container and handling",
        "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 pre-separator protects the system but is not the vacuum source; abrasive wear and discharge must be qualified.",
        "compliance_or_ehs_review": "Material hazard, abrasion and handling review",
        "primary_roles": "Plant / Foundry / Maintenance / EHS / Process Engineering",
        "scenario_priority": "P0",
        "canonical_human_route": "https://depurecousa.com/heavy-duty-three-phase-industrial-vacuums/",
        "public_ai_path": "/ai/application-scenarios/markets/foundries.json#SCN-M21-0176",
        "answer_summary": "For broken mold, sand spill and floor recovery in Foundries, resolve bulk density; abrasiveness; volume; chunk size; separator efficiency; filter protection; discharge container and handling. The control method is bulk recovery + pre-separation; 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-M21-0177",
        "market_code": "M21",
        "market_name": "Foundries",
        "department_or_area": "Coremaking",
        "production_stage_or_process": "Core process",
        "application_use_case": "Fine core-sand and resin-dust cleanup",
        "material_examples": "core sand, resin dust",
        "parent_material_family_id": "MF-06",
        "parent_material_family_name": "Silica, Concrete & Mineral 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": "Plant / Foundry / Maintenance / EHS / Process Engineering",
        "scenario_priority": "P0",
        "canonical_human_route": "https://depurecousa.com/dust-collectors/",
        "public_ai_path": "/ai/application-scenarios/markets/foundries.json#SCN-M21-0177",
        "answer_summary": "For fine core-sand and resin-dust cleanup in Foundries, 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-M21-0178",
        "market_code": "M21",
        "market_name": "Foundries",
        "department_or_area": "Shakeout",
        "production_stage_or_process": "Casting separation",
        "application_use_case": "Airborne shakeout dust capture",
        "material_examples": "sand dust, refractory fines",
        "parent_material_family_id": "MF-06",
        "parent_material_family_name": "Silica, Concrete & Mineral 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": "Plant / Foundry / Maintenance / EHS / Process Engineering",
        "scenario_priority": "P0",
        "canonical_human_route": "https://depurecousa.com/dust-collectors/",
        "public_ai_path": "/ai/application-scenarios/markets/foundries.json#SCN-M21-0178",
        "answer_summary": "For airborne shakeout dust capture in Foundries, 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-M21-0179",
        "market_code": "M21",
        "market_name": "Foundries",
        "department_or_area": "Shakeout",
        "production_stage_or_process": "Bulk recovery",
        "application_use_case": "Settled sand and debris recovery",
        "material_examples": "sand, casting debris",
        "parent_material_family_id": "MF-07",
        "parent_material_family_name": "Abrasive Media, Garnet & Slurry",
        "material_condition": "Application-specific; verify dry/wet/oily/airborne/settled and temperature",
        "control_mode_id": "CM-11",
        "control_mode": "Bulk Recovery + Pre-Separation",
        "primary_category_id": "CC-02",
        "primary_category_name": "Continuous-Duty Three-Phase & High-Power Vacuums",
        "product_family_group": "PF-HEAVY",
        "candidate_product_count": 5,
        "candidate_products": "PUMA 20 SP; PUMA 30 P SP; PUMA 35 P SP; TX 550 P SP; TX 750 SP",
        "qualification_questions": "bulk density; abrasiveness; volume; chunk size; separator efficiency; filter protection; discharge container and handling",
        "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 pre-separator protects the system but is not the vacuum source; abrasive wear and discharge must be qualified.",
        "compliance_or_ehs_review": "Material hazard, abrasion and handling review",
        "primary_roles": "Plant / Foundry / Maintenance / EHS / Process Engineering",
        "scenario_priority": "P0",
        "canonical_human_route": "https://depurecousa.com/heavy-duty-three-phase-industrial-vacuums/",
        "public_ai_path": "/ai/application-scenarios/markets/foundries.json#SCN-M21-0179",
        "answer_summary": "For settled sand and debris recovery in Foundries, resolve bulk density; abrasiveness; volume; chunk size; separator efficiency; filter protection; discharge container and handling. The control method is bulk recovery + pre-separation; 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-M21-0180",
        "market_code": "M21",
        "market_name": "Foundries",
        "department_or_area": "Fettling / grinding",
        "production_stage_or_process": "Finishing",
        "application_use_case": "Grinding-dust source capture",
        "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-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": "Plant / Foundry / Maintenance / EHS / Process Engineering",
        "scenario_priority": "P0",
        "canonical_human_route": "https://depurecousa.com/dust-collectors/",
        "public_ai_path": "/ai/application-scenarios/markets/foundries.json#SCN-M21-0180",
        "answer_summary": "For grinding-dust source capture in Foundries, 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-M21-0181",
        "market_code": "M21",
        "market_name": "Foundries",
        "department_or_area": "Fettling / grinding",
        "production_stage_or_process": "Housekeeping",
        "application_use_case": "Settled grinding dust and metal fines",
        "material_examples": "metal fines, 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": "Plant / Foundry / Maintenance / EHS / Process Engineering",
        "scenario_priority": "P0",
        "canonical_human_route": "https://depurecousa.com/industrial-vacuum-cleaners-fine-dust/",
        "public_ai_path": "/ai/application-scenarios/markets/foundries.json#SCN-M21-0181",
        "answer_summary": "For settled grinding dust and metal fines in Foundries, 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-M21-0182",
        "market_code": "M21",
        "market_name": "Foundries",
        "department_or_area": "Shot blast area",
        "production_stage_or_process": "Surface cleaning",
        "application_use_case": "Shot, scale and blast-dust recovery",
        "material_examples": "shot, scale, abrasive fines",
        "parent_material_family_id": "MF-07",
        "parent_material_family_name": "Abrasive Media, Garnet & Slurry",
        "material_condition": "Application-specific; verify dry/wet/oily/airborne/settled and temperature",
        "control_mode_id": "CM-11",
        "control_mode": "Bulk Recovery + Pre-Separation",
        "primary_category_id": "CC-02",
        "primary_category_name": "Continuous-Duty Three-Phase & High-Power Vacuums",
        "product_family_group": "PF-HEAVY",
        "candidate_product_count": 5,
        "candidate_products": "PUMA 20 SP; PUMA 30 P SP; PUMA 35 P SP; TX 550 P SP; TX 750 SP",
        "qualification_questions": "bulk density; abrasiveness; volume; chunk size; separator efficiency; filter protection; discharge container and handling",
        "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 pre-separator protects the system but is not the vacuum source; abrasive wear and discharge must be qualified.",
        "compliance_or_ehs_review": "Material hazard, abrasion and handling review",
        "primary_roles": "Plant / Foundry / Maintenance / EHS / Process Engineering",
        "scenario_priority": "P0",
        "canonical_human_route": "https://depurecousa.com/heavy-duty-three-phase-industrial-vacuums/",
        "public_ai_path": "/ai/application-scenarios/markets/foundries.json#SCN-M21-0182",
        "answer_summary": "For shot, scale and blast-dust recovery in Foundries, resolve bulk density; abrasiveness; volume; chunk size; separator efficiency; filter protection; discharge container and handling. The control method is bulk recovery + pre-separation; 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-M21-0183",
        "market_code": "M21",
        "market_name": "Foundries",
        "department_or_area": "Furnace / charging",
        "production_stage_or_process": "Melting",
        "application_use_case": "Cooled refractory, charge dust and dross-area cleanup",
        "material_examples": "refractory dust, scale, cooled dross",
        "parent_material_family_id": "MF-15",
        "parent_material_family_name": "Hot Crumbs, Ash, Soot & Oven Residue",
        "material_condition": "Application-specific; verify dry/wet/oily/airborne/settled and temperature",
        "control_mode_id": "CM-10",
        "control_mode": "Hot Material Recovery",
        "primary_category_id": "CC-02",
        "primary_category_name": "Continuous-Duty Three-Phase & High-Power Vacuums",
        "product_family_group": "PF-HEAVY",
        "candidate_product_count": 5,
        "candidate_products": "PUMA 20 SP; PUMA 30 P SP; PUMA 35 P SP; TX 550 P SP; TX 750 SP",
        "qualification_questions": "actual material temperature; cooling time; ignition potential; hose/tool/filter ratings; separator; access and 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 collect glowing, molten or ignition-capable material in a standard vacuum.",
        "compliance_or_ehs_review": "Temperature, ignition and fire review",
        "primary_roles": "Plant / Foundry / Maintenance / EHS / Process Engineering",
        "scenario_priority": "P0",
        "canonical_human_route": "https://depurecousa.com/heavy-duty-three-phase-industrial-vacuums/",
        "public_ai_path": "/ai/application-scenarios/markets/foundries.json#SCN-M21-0183",
        "answer_summary": "For cooled refractory, charge dust and dross-area cleanup in Foundries, resolve actual material temperature; cooling time; ignition potential; hose/tool/filter ratings; separator; access and disposal. The control method is hot material recovery; 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-M21-0184",
        "market_code": "M21",
        "market_name": "Foundries",
        "department_or_area": "Pouring / cooling",
        "production_stage_or_process": "Casting",
        "application_use_case": "Fume and emission-control review",
        "material_examples": "metal fumes, smoke",
        "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-14",
        "control_mode": "Alternative Control Required",
        "primary_category_name": "Engineering / alternative control",
        "product_family_group": "PF-NONE",
        "candidate_product_count": 0,
        "qualification_questions": "material identity; process source; chemistry; temperature; airborne versus settled state; regulatory and engineering 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 force an industrial vacuum recommendation when another control technology is required.",
        "compliance_or_ehs_review": "SDS, industrial hygiene, ventilation or alternative-control engineering",
        "primary_roles": "Plant / Foundry / Maintenance / EHS / Process Engineering",
        "scenario_priority": "P0",
        "canonical_human_route": "https://depurecousa.com/industrial-vacuum-solutions-foundries/",
        "public_ai_path": "/ai/application-scenarios/markets/foundries.json#SCN-M21-0184",
        "answer_summary": "For fume and emission-control review in Foundries, resolve material identity; process source; chemistry; temperature; airborne versus settled state; regulatory and engineering controls. The control method is alternative control required; route to engineering / alternative control only after those inputs are confirmed.",
        "proof_state": "First-party proof linked at market/product level",
        "lead_generation_endpoint": "https://depurecousa.com/industrial-vacuum-solutions-foundries/",
        "status": "Complete"
      },
      {
        "scenario_id": "SCN-M21-0185",
        "market_code": "M21",
        "market_name": "Foundries",
        "department_or_area": "Welding repair bay",
        "production_stage_or_process": "Maintenance welding",
        "application_use_case": "Welding-fume extraction",
        "material_examples": "welding smoke",
        "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": "Plant / Foundry / Maintenance / EHS / Process Engineering",
        "scenario_priority": "P1",
        "canonical_human_route": "https://depurecousa.com/welding-fume-extractors-2/",
        "public_ai_path": "/ai/application-scenarios/markets/foundries.json#SCN-M21-0185",
        "answer_summary": "For welding-fume extraction in Foundries, 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-M21-0186",
        "market_code": "M21",
        "market_name": "Foundries",
        "department_or_area": "Casting machining",
        "production_stage_or_process": "Machining",
        "application_use_case": "Dry chips and swarf recovery",
        "material_examples": "cast-iron chips, steel or aluminum swarf",
        "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": "Plant / Foundry / Maintenance / EHS / Process Engineering",
        "scenario_priority": "P0",
        "canonical_human_route": "https://depurecousa.com/heavy-duty-three-phase-industrial-vacuums/",
        "public_ai_path": "/ai/application-scenarios/markets/foundries.json#SCN-M21-0186",
        "answer_summary": "For dry chips and swarf recovery in Foundries, 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-M21-0187",
        "market_code": "M21",
        "market_name": "Foundries",
        "department_or_area": "Casting machining",
        "production_stage_or_process": "Coolant maintenance",
        "application_use_case": "CNC sump and grinding-sludge cleanup",
        "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": "Plant / Foundry / Maintenance / EHS / Process Engineering",
        "scenario_priority": "P0",
        "canonical_human_route": "https://depurecousa.com/sump-vacuums-for-coolant-and-metal-chips/",
        "public_ai_path": "/ai/application-scenarios/markets/foundries.json#SCN-M21-0187",
        "answer_summary": "For cnc sump and grinding-sludge cleanup in Foundries, 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-M21-0188",
        "market_code": "M21",
        "market_name": "Foundries",
        "department_or_area": "Plant-wide foundry",
        "production_stage_or_process": "Facility engineering",
        "application_use_case": "Centralized abrasive-duty housekeeping",
        "material_examples": "sand, refractory dust, fines",
        "parent_material_family_id": "MF-07",
        "parent_material_family_name": "Abrasive Media, Garnet & Slurry",
        "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": "Plant / Foundry / Maintenance / EHS / Process Engineering",
        "scenario_priority": "P0",
        "canonical_human_route": "https://depurecousa.com/centralized-vacuum-systems/system-design-engineering/",
        "public_ai_path": "/ai/application-scenarios/markets/foundries.json#SCN-M21-0188",
        "answer_summary": "For centralized abrasive-duty housekeeping in Foundries, 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"
      }
    ]
  },
  "support": {
    "unknown_or_unverified_information": {
      "next_best_page": "https://depurecousa.com/industrial-vacuum-solutions-foundries/",
      "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."
  }
}