aion-context 1.0.0

Cryptographically-signed, versioned business-context file format
Documentation
# Manufacturing Quality Control Rules
# Version: 3.1.0
# Effective: 2024-01-15
# Standards: ISO 9001:2015, ISO 13485 (Medical Devices), IATF 16949 (Automotive)

metadata:
  organization: "Precision Manufacturing Corp"
  facility: "Plant A - Austin, TX"
  certifications:
    - "ISO 9001:2015"
    - "ISO 13485:2016"
    - "IATF 16949:2016"
    - "AS9100D"
  last_audit: "2023-11-15"
  next_audit: "2024-11-15"

# Product Lines
product_lines:
  medical_devices:
    class: "II"
    regulatory_body: "FDA"
    standard: "ISO 13485"
    traceability: "lot_and_serial"
    
  automotive:
    tier: 1
    customers: ["OEM_A", "OEM_B"]
    standard: "IATF 16949"
    traceability: "lot_based"
    ppap_required: true
    
  aerospace:
    standard: "AS9100D"
    traceability: "serial_number"
    fai_required: true

# Inspection Rules
inspection:
  incoming:
    sampling_plan: "ANSI/ASQ Z1.4"
    aql_critical: 0.065
    aql_major: 0.25
    aql_minor: 1.0
    skip_lot_allowed: false
    
  in_process:
    frequency: "per_operation"
    statistical_process_control: true
    control_chart_type: "xbar_r"
    sample_size: 5
    
  final:
    inspection_level: "II"
    critical_100_percent: true
    documentation_required: true

# Statistical Process Control
spc:
  enabled: true
  
  control_limits:
    warning_sigma: 2
    action_sigma: 3
    
  rules:
    - name: "rule_1"
      description: "One point beyond 3-sigma"
      action: "stop_production"
      
    - name: "rule_2"
      description: "8 points in a row on same side"
      action: "investigate"
      
    - name: "rule_3"
      description: "6 points trending"
      action: "adjust_process"
      
    - name: "rule_4"
      description: "2 of 3 points beyond 2-sigma"
      action: "investigate"

  reaction_plan:
    out_of_control:
      - stop_production
      - quarantine_suspect_parts
      - notify_quality_engineer
      - root_cause_analysis
      - corrective_action

# Non-Conformance Handling
non_conformance:
  severity_levels:
    critical:
      description: "Safety or regulatory violation"
      containment_hours: 4
      disposition_authority: "quality_director"
      customer_notification: true
      
    major:
      description: "Does not meet specification"
      containment_hours: 24
      disposition_authority: "quality_manager"
      customer_notification: "if_shipped"
      
    minor:
      description: "Cosmetic or documentation"
      containment_hours: 72
      disposition_authority: "quality_engineer"
      customer_notification: false

  disposition_options:
    - use_as_is
    - rework
    - repair
    - scrap
    - return_to_supplier

  mrb_review:
    required_for: ["critical", "major"]
    members:
      - quality_manager
      - engineering_manager
      - production_manager
    documentation: "required"

# Calibration
calibration:
  schedule:
    critical_equipment_months: 6
    standard_equipment_months: 12
    
  traceability: "NIST"
  
  out_of_tolerance:
    action: "quarantine_and_evaluate"
    impact_assessment: "required"
    customer_notification: "if_impact_confirmed"

# Supplier Quality
supplier_quality:
  approval_process:
    - quality_system_audit
    - first_article_inspection
    - capability_study
    - approval_committee_review
    
  monitoring:
    scorecard_frequency: "monthly"
    metrics:
      - ppm_defect_rate
      - on_time_delivery
      - corrective_action_response
      
  risk_levels:
    approved:
      audit_frequency_years: 3
      incoming_inspection: "reduced"
    conditional:
      audit_frequency_years: 1
      incoming_inspection: "normal"
    probation:
      audit_frequency_months: 6
      incoming_inspection: "tightened"

# Traceability
traceability:
  requirements:
    medical_device:
      level: "unit"
      retain_years: "device_life_plus_5"
    automotive:
      level: "lot"
      retain_years: 15
    aerospace:
      level: "unit"
      retain_years: "indefinite"
      
  data_captured:
    - raw_material_lot
    - supplier_certificate
    - operator_id
    - machine_id
    - process_parameters
    - inspection_results
    - ship_date
    - customer_po

# AI Quality Assistance
ai_assistance:
  enabled: true
  
  allowed_functions:
    - defect_detection_vision
    - spc_chart_analysis
    - trend_prediction
    - root_cause_suggestion
    - document_verification
    
  prohibited_functions:
    - autonomous_disposition
    - unsupervised_release
    - specification_changes
    
  human_oversight:
    always_required_for:
      - product_release
      - non_conformance_disposition
      - process_changes
      - specification_deviations

# Document Control
document_control:
  approval_matrix:
    work_instructions:
      author: "engineer"
      approver: "manager"
    specifications:
      author: "engineer"
      approver: "director"
    quality_manual:
      author: "quality_manager"
      approver: "plant_manager"
      
  revision_control:
    method: "revision_letter"
    obsolete_handling: "marked_and_retained"
    distribution: "controlled"

# Training
training:
  initial:
    gmp_hours: 8
    quality_system_hours: 4
    job_specific: "varies"
    
  refresher_frequency_years: 1
  
  documentation:
    records_retained_years: "employment_plus_3"
    competency_assessment: "required"