Quality Manager Qmr

Senior Quality Manager Responsible Person (QMR)

Quality system accountability, management review leadership, and regulatory compliance oversight per ISO 13485 Clause 5.5.2 requirements.

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QMR Responsibilities

ISO 13485 Clause 5.5.2 Requirements

QMR Accountability Matrix

Authority Boundaries

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Management Review Workflow

The agent conducts management reviews per ISO 13485 Clause 5.6 requirements.

Workflow: Prepare and Execute Management Review

1. Schedule management review -- minimum annually per ISO 13485; quarterly or semi-annual cadence recommended for active QMS. 2. Notify required attendees minimum 2 weeks prior -- CEO/GM, department heads, RA Manager, Production Manager, Customer Quality lead. 3. Collect required inputs from process owners:

• Audit results (internal and external)
• Customer feedback (complaints, satisfaction, returns)
• Process performance and product conformity
• CAPA status and effectiveness
• Previous review action items
• Changes affecting QMS (regulatory, organizational)
• Recommendations for improvement

4. Compile input summary report with trend analysis covering the review period. 5. Prepare presentation materials with supporting data and visualizations. 6. Distribute agenda and input package 1 week prior to the meeting. 7. Conduct review meeting per agenda -- ensure all required inputs are discussed. 8. Validation checkpoint: All ISO 13485 Clause 5.6.2 inputs reviewed; decisions documented with owners and due dates; outputs satisfy Clause 5.6.3 requirements.

Example: Management Review Input Summary

MANAGEMENT REVIEW INPUT SUMMARY

Review Period: 2025-Q3 to 2025-Q4
Review Date: 2026-01-20
Prepared By: J. Mueller, QMR

1. AUDIT RESULTS
   Internal audits completed: 4 of 4 planned
   External audits completed: 1 (Notified Body surveillance)
   Total findings: 0 major / 3 minor
   Open findings: 1 (ISMS-2025-012, due 2026-02-15)
   Trend: Minor findings decreased 40% YoY

2. CUSTOMER FEEDBACK
   Complaints received: 12
   Complaint rate: 0.08 per 1000 units (target: <0.1)
   Customer satisfaction score: 4.2/5.0 (target: >4.0)
   Returns: 3 units (0.02%)
   Top issues: Labeling clarity (5), packaging damage (3)

3. CAPA STATUS
   Open CAPAs: 6
   Overdue: 0
   Effectiveness rate: 91% (target: >85%)
   Average age: 42 days

4. PREVIOUS ACTIONS
   Total from last review: 8
   Completed: 7 | In progress: 1 | Overdue: 0

RECOMMENDED OUTPUTS:
- Approve updated quality objectives for 2026
- Allocate 0.5 FTE for labeling improvement project
- Schedule supplier re-qualification for packaging vendor

Management Review Output Requirements

See: references/management-review-guide.md

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Quality KPI Management Workflow

The agent establishes, monitors, and reports quality performance indicators.

Workflow: Establish Quality KPI Framework

1. Identify quality objectives requiring measurement -- align each KPI to a specific objective. 2. Select KPIs per objective using SMART criteria: Specific (clear calculation), Measurable (quantifiable), Actionable (team can influence), Relevant (aligned to objectives), Time-bound (defined frequency). 3. Define target values based on baseline data and industry benchmarks. 4. Assign data source and collection responsibility for each KPI. 5. Establish reporting frequency per KPI category (see table below). 6. Configure dashboard displays and trend analysis views. 7. Define escalation thresholds and alert triggers for each KPI. 8. Validation checkpoint: Each KPI has an assigned owner, measurable target, identified data source, and documented escalation criteria.

Core Quality KPIs

KPI Review Frequency

Performance Response Matrix

See: references/quality-kpi-framework.md

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Quality Objectives Workflow

The agent establishes and maintains measurable quality objectives per ISO 13485 Clause 5.4.1.

Workflow: Annual Quality Objectives Setting

1. Review prior year objective achievement -- document status of each objective. 2. Analyze quality performance trends and gaps from KPI data. 3. Align with organizational strategic plan -- map objectives to business priorities. 4. Draft objectives with measurable targets using the structure below. 5. Validate resource availability for achievement of each objective. 6. Obtain executive approval. 7. Communicate objectives organization-wide with supporting rationale. 8. Validation checkpoint: Each objective is measurable, has an assigned owner, a defined target, and a timeline.

Example: Quality Objective

QUALITY OBJECTIVE 2026-01

Objective Statement: Reduce customer complaint rate by 25% from
  2025 baseline (0.10 per 1000 units to 0.075 per 1000 units)

Aligned to Policy Element: "Commitment to continuous product improvement"
Target: <0.075 complaints per 1000 units sold
Baseline: 0.10 complaints per 1000 units (2025 actual)
Owner: Director of Quality
Due Date: 2026-12-31

Success Criteria:
- Complaint rate <0.075 per 1000 units for 3 consecutive months
- Top 3 complaint categories reduced by 30%

Measurement Method: Monthly complaint tracking via QMS database
Reporting Frequency: Monthly to QMR, Quarterly to Executive Team

Supporting Initiatives:
- Labeling improvement project (Q1-Q2)
- Packaging vendor re-qualification (Q1)
- Enhanced incoming inspection for top complaint categories (Q2)

Resource Requirements:
- 0.5 FTE quality engineer for labeling project
- $15K budget for packaging testing

Objective Categories

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Quality Culture Assessment Workflow

The agent assesses and improves organizational quality culture.

Workflow: Annual Quality Culture Assessment

1. Design or select quality culture survey instrument covering leadership, ownership, communication, improvement, training, and problem-solving dimensions. 2. Define survey population -- all employees or statistically valid sample. 3. Communicate survey purpose and confidentiality assurances. 4. Administer survey with a 2-week response window. 5. Analyze results by department, role, and tenure -- identify patterns. 6. Identify strengths and top improvement areas (focus on bottom 3 dimension scores). 7. Develop action plan for culture gaps with owners and timelines. 8. Validation checkpoint: Response rate >60%; action plan addresses bottom 3 scores; results reported to management review.

Quality Culture Dimensions

Culture Improvement Actions

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Regulatory Compliance Oversight

The agent monitors and maintains regulatory compliance across jurisdictions.

Multi-Jurisdictional Compliance Matrix

Workflow: Compliance Monitoring

1. Maintain regulatory requirement register covering all applicable jurisdictions. 2. Subscribe to regulatory update services for each market. 3. Assess impact of regulatory changes monthly. 4. Update affected processes within 90 days of each change's effective date. 5. Verify training completion for all personnel affected by regulatory changes. 6. Document compliance status in management review inputs. 7. Maintain inspection readiness using the checklist below. 8. Validation checkpoint: All applicable requirements mapped; no expired registrations; inspection readiness confirmed.

Inspection Readiness Checklist

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Decision Frameworks

Escalation Decision Tree

Issue Identified
      |
      v
Is it a regulatory violation?
      |
  Yes-+-No
  |      |
  v      v
Escalate to    Is it a safety issue?
Executive          |
immediately    Yes-+-No
               |      |
               v      v
          Escalate to   Does it affect
          Safety Team   multiple departments?
                             |
                         Yes-+-No
                         |      |
                         v      v
                    Escalate to  Handle at
                    Executive    department level

Quality Investment Prioritization

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Tools and References

Scripts

# Track input collection status from process owners
python scripts/management_review_tracker.py --status inputs --period Q4-2025

# Monitor action item completion and aging
python scripts/management_review_tracker.py --status actions --overdue

# Generate metrics summary for upcoming review
python scripts/management_review_tracker.py --summary --format markdown

References

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Related Skills

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Troubleshooting

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Success Criteria

• Management reviews conducted at planned intervals (minimum annually, recommended quarterly) with all ISO 13485 Clause 5.6.2 required inputs collected and analyzed
• Every management review produces documented outputs per Clause 5.6.3: QMS improvement decisions, resource needs, and quality objective updates, each with assigned owners and due dates
• Quality KPI framework covers all required categories (process, CAPA, audit, customer) with measurable targets and documented escalation thresholds
• Action item completion rate from management reviews exceeds 90% by due date, with no overdue high-priority items
• Quality culture assessment conducted annually with response rate exceeding 60%, and action plans addressing the bottom 3 dimension scores
• Regulatory compliance monitoring covers all applicable jurisdictions with no expired registrations or certifications
• Cost of quality tracked and reported quarterly, demonstrating prevention investment reducing failure costs over time

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Scope & Limitations

In Scope:

• Management review preparation, execution, and output tracking per ISO 13485 Clause 5.6
• Quality KPI framework design, target setting, and performance monitoring
• Quality objective setting and tracking per Clause 5.4.1
• Quality culture assessment and improvement planning
• Multi-jurisdictional regulatory compliance monitoring
• Inspection readiness assessment and checklist management
• QMR accountability and authority framework

Out of Scope:

• Detailed CAPA management (use capa-officer for root cause analysis, implementation, and effectiveness verification)
• Internal audit program execution (use qms-audit-expert for audit planning, conduct, and finding classification)
• Document control operations (use quality-documentation-manager for numbering, approval workflows, and Part 11 compliance)
• Product-level quality engineering (process validation, statistical process control, Six Sigma methodologies)
• HR performance management or compensation decisions linked to quality objectives
• Financial budgeting or resource allocation decisions (the skill recommends resource needs but does not manage budgets)

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Integration Points

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Tool Reference

management_review_tracker.py

Tracks management review inputs, action items, and generates review metrics reports.

Management Review Guide

ISO 13485 Clause 5.6 management review requirements, inputs, outputs, and action tracking.

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Table of Contents

• Review Requirements
• Required Inputs
• Review Agenda
• Required Outputs
• Action Tracking
• Documentation Templates

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Review Requirements

ISO 13485:2016 Clause 5.6

Review Schedule

Planning Checklist

• [ ] Review date scheduled and communicated
• [ ] Previous review actions status updated
• [ ] All input data collected and analyzed
• [ ] Presentation/report prepared
• [ ] Attendee availability confirmed
• [ ] Meeting room and resources arranged
• [ ] Agenda distributed 1 week in advance

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Required Inputs

ISO 13485 Required Input Topics

Input Data Collection Template

MANAGEMENT REVIEW INPUT SUMMARY

Review Period: [Start Date] to [End Date]
Prepared By: [Name]
Date Prepared: [Date]

1. AUDIT RESULTS
Internal Audits Completed: [Number]
External Audits Completed: [Number]
Major Findings: [Number] | Minor Findings: [Number]
Open Audit Actions: [Number]
Summary: [Brief narrative]

2. CUSTOMER FEEDBACK
Total Complaints: [Number]
Complaint Rate: [X per 1000 units]
Customer Satisfaction Score: [Score]
Top Complaint Categories:
- [Category 1]: [Count]
- [Category 2]: [Count]
Trend: [Improving/Stable/Declining]

3. PROCESS PERFORMANCE
| Process | Target | Actual | Status |
|---------|--------|--------|--------|
| [Process 1] | [Target] | [Actual] | [Met/Not Met] |

4. PRODUCT CONFORMITY
First Pass Yield: [%]
Nonconformance Rate: [%]
Reject/Scrap Cost: [$]
Top NC Categories:
- [Category 1]: [Count]

5. CAPA STATUS
Open CAPAs: [Number]
Overdue CAPAs: [Number]
Effectiveness Rate: [%]
Average Closure Time: [Days]

6. PREVIOUS ACTIONS
Total Actions from Last Review: [Number]
Completed: [Number] | In Progress: [Number] | Overdue: [Number]

7. QMS CHANGES
Regulatory Changes: [List]
Standard Updates: [List]
Internal Changes: [List]

8. RECOMMENDATIONS
[List improvement opportunities collected]

Data Analysis Guidelines

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Review Agenda

Standard Agenda Template

MANAGEMENT REVIEW AGENDA

Date: [Date]
Time: [Start] - [End]
Location: [Room/Virtual Link]
Chair: [QMR Name]

1. OPENING (10 min)
   - Call to order and attendance
   - Approval of previous meeting minutes
   - Review of previous action items

2. QMS PERFORMANCE (30 min)
   - Audit results summary
   - Process performance metrics
   - Product conformity data
   - Customer feedback analysis

3. COMPLIANCE STATUS (20 min)
   - Regulatory compliance status
   - Certification status
   - Changes affecting QMS

4. CAPA AND IMPROVEMENT (20 min)
   - CAPA status and trends
   - Improvement initiatives status
   - Recommendations for improvement

5. RESOURCE REVIEW (15 min)
   - Resource adequacy assessment
   - Training and competency status
   - Infrastructure needs

6. STRATEGIC ITEMS (15 min)
   - Quality objectives progress
   - Quality policy adequacy
   - Strategic quality initiatives

7. DECISIONS AND ACTIONS (15 min)
   - Decisions required
   - New action items
   - Next review planning

8. CLOSING (5 min)
   - Summary of decisions
   - Action item review
   - Adjournment

Time Allocation by Review Type

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Required Outputs

ISO 13485 Required Output Topics

Output Documentation Template

MANAGEMENT REVIEW OUTPUTS

Review Date: [Date]
Review Type: [Annual/Semi-annual/Quarterly]

DECISIONS MADE:

1. QMS IMPROVEMENT DECISIONS
| Decision | Rationale | Owner | Due Date |
|----------|-----------|-------|----------|
| [Decision 1] | [Why] | [Who] | [When] |

2. RESOURCE DECISIONS
| Decision | Resources Required | Budget Impact | Owner |
|----------|-------------------|----------------|-------|
| [Decision 1] | [What needed] | [$] | [Who] |

3. QUALITY OBJECTIVES
| Objective | Current | Target | Change | Rationale |
|-----------|---------|--------|--------|-----------|
| [Objective 1] | [Current target] | [New target] | [+/-] | [Why] |

4. QMS CHANGES APPROVED
| Change | Scope | Implementation Date | Owner |
|--------|-------|---------------------|-------|
| [Change 1] | [Affected areas] | [Date] | [Who] |

CONCLUSIONS:
- Overall QMS effectiveness: [Effective/Needs Improvement]
- Quality policy adequacy: [Adequate/Needs Update]
- Quality objectives progress: [On Track/Behind/Ahead]

NEXT REVIEW:
Date: [Date]
Special Focus Areas: [Areas requiring attention]

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Action Tracking

Action Item Format

ACTION ITEM

ID: MR-[Year]-[Number]
Source: Management Review [Date]
Category: [ ] Improvement [ ] Resource [ ] Compliance [ ] Other

Description: [Specific action to be taken]
Owner: [Name, Title]
Due Date: [Date]
Priority: [ ] High [ ] Medium [ ] Low

Success Criteria: [How completion will be verified]
Resources Required: [People, budget, equipment]
Dependencies: [Other actions or conditions]

Status Updates:
| Date | Update | Updated By |
|------|--------|------------|
| [Date] | [Progress note] | [Name] |

Completion:
Completed Date: [Date]
Evidence: [Reference to evidence of completion]
Verified By: [Name, Date]

Action Status Categories

Action Tracking Dashboard

MANAGEMENT REVIEW ACTION TRACKER

Review: [Date]
Last Updated: [Date]

SUMMARY:
Total Actions: [Number]
| Status | Count | % |
|--------|-------|---|
| Complete/Verified | [N] | [%] |
| In Progress | [N] | [%] |
| Not Started | [N] | [%] |
| Overdue | [N] | [%] |
| On Hold | [N] | [%] |

OVERDUE ACTIONS (Requires Escalation):
| ID | Description | Owner | Due Date | Days Overdue |
|----|-------------|-------|----------|--------------|
| [ID] | [Brief] | [Name] | [Date] | [Days] |

UPCOMING DUE (Next 30 Days):
| ID | Description | Owner | Due Date |
|----|-------------|-------|----------|
| [ID] | [Brief] | [Name] | [Date] |

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Documentation Templates

Meeting Minutes Template

MANAGEMENT REVIEW MEETING MINUTES

Date: [Date]
Time: [Start] - [End]
Location: [Location]
Chair: [Name]
Recorder: [Name]

ATTENDEES:
| Name | Title | Present |
|------|-------|---------|
| [Name] | [Title] | ☑ Yes / ☐ No |

AGENDA ITEMS REVIEWED:

1. [Topic]
   Discussion: [Summary of discussion]
   Decision: [Decision made, if any]
   Action: [Action assigned, if any]

2. [Topic]
   ...

DECISIONS SUMMARY:
1. [Decision 1]
2. [Decision 2]

ACTIONS ASSIGNED:
| ID | Action | Owner | Due Date |
|----|--------|-------|----------|
| MR-XX-01 | [Action] | [Name] | [Date] |

NEXT MEETING:
Date: [Date]
Preliminary Agenda Items: [Topics to cover]

APPROVAL:
Chair: _________________ Date: _______
QMR: _________________ Date: _______

Review Effectiveness Metrics

Quality KPI Framework

Quality performance indicators, targets, and monitoring guidelines for QMS effectiveness.

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Table of Contents

• KPI Categories
• Core Quality KPIs
• Customer Quality KPIs
• Compliance KPIs
• Cost of Quality
• Dashboard Templates

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KPI Categories

KPI Hierarchy

KPI Selection Criteria

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Core Quality KPIs

Process Performance

CAPA Effectiveness

Audit Performance

Document Control

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Customer Quality KPIs

Complaint Management

Customer Satisfaction

Field Quality

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Compliance KPIs

Regulatory Compliance

Certification Status

Training Compliance

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Cost of Quality

Cost Categories

Cost of Quality KPIs

Cost Collection Categories

COST OF QUALITY WORKSHEET

Period: [Start] to [End]

PREVENTION COSTS:
| Category | Description | Amount |
|----------|-------------|--------|
| Quality planning | QMS development, quality planning | $ |
| Training | Quality training programs | $ |
| Process validation | Validation activities | $ |
| Supplier qualification | Supplier quality programs | $ |
| Preventive maintenance | Equipment maintenance | $ |
| SUBTOTAL PREVENTION | | $ |

APPRAISAL COSTS:
| Category | Description | Amount |
|----------|-------------|--------|
| Incoming inspection | Supplier material inspection | $ |
| In-process inspection | Production quality checks | $ |
| Final inspection | Finished goods testing | $ |
| Audit costs | Internal and external audits | $ |
| Calibration | Equipment calibration | $ |
| SUBTOTAL APPRAISAL | | $ |

INTERNAL FAILURE COSTS:
| Category | Description | Amount |
|----------|-------------|--------|
| Scrap | Scrapped materials and product | $ |
| Rework | Labor and materials to correct | $ |
| Re-inspection | Repeat inspection costs | $ |
| Downgrading | Revenue loss from downgrading | $ |
| Root cause analysis | Investigation costs | $ |
| SUBTOTAL INTERNAL FAILURE | | $ |

EXTERNAL FAILURE COSTS:
| Category | Description | Amount |
|----------|-------------|--------|
| Returns processing | Handling returned product | $ |
| Warranty costs | Warranty claims and repairs | $ |
| Complaint handling | Investigation and resolution | $ |
| Recalls | Recall execution costs | $ |
| Liability | Legal and settlement costs | $ |
| SUBTOTAL EXTERNAL FAILURE | | $ |

TOTAL COST OF QUALITY: $
AS % OF REVENUE: %

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Dashboard Templates

Executive Quality Dashboard

EXECUTIVE QUALITY DASHBOARD
Period: [Month/Quarter]

KEY METRICS AT A GLANCE:
┌─────────────────┬─────────┬─────────┬─────────┐
│ Metric          │ Target  │ Actual  │ Trend   │
├─────────────────┼─────────┼─────────┼─────────┤
│ Customer Sat    │ >4.0    │ [X.X]   │ [↑/↓/→] │
│ Complaint Rate  │ <0.1%   │ [X.XX%] │ [↑/↓/→] │
│ First Pass Yield│ >95%    │ [XX%]   │ [↑/↓/→] │
│ CAPA Closure    │ >90%    │ [XX%]   │ [↑/↓/→] │
│ Audit Findings  │ <3/audit│ [X.X]   │ [↑/↓/→] │
│ Quality Cost    │ <5%     │ [X.X%]  │ [↑/↓/→] │
└─────────────────┴─────────┴─────────┴─────────┘

ALERTS:
[ ] Critical: [Any critical issues requiring immediate attention]
[ ] Warning: [Issues approaching threshold]
[ ] Info: [Notable improvements or changes]

QUALITY OBJECTIVES PROGRESS:
| Objective | Target | YTD | Status |
|-----------|--------|-----|--------|
| [Obj 1] | [Target] | [Actual] | [On Track/Behind] |

Operational Quality Dashboard

OPERATIONAL QUALITY DASHBOARD
Week/Month: [Period]

PRODUCTION QUALITY:
├── First Pass Yield: [XX%] (Target: 95%)
├── Rework Rate: [X.X%] (Target: <2%)
├── Scrap Rate: [X.X%] (Target: <1%)
└── NC Count: [XX] (Prior: [XX])

CAPA STATUS:
├── Open CAPAs: [XX]
│   ├── Critical: [X]
│   ├── Major: [XX]
│   └── Minor: [XX]
├── Overdue: [X] [!ALERT if >0]
├── Avg Age: [XX] days
└── Closed This Period: [XX]

AUDIT STATUS:
├── Audits Completed: [X] of [X] scheduled
├── Open Findings: [XX]
│   ├── Major: [X]
│   └── Minor: [XX]
└── Overdue Actions: [X]

COMPLAINTS:
├── Received: [XX]
├── Open: [XX]
├── Avg Response Time: [X.X] days
└── Top Category: [Category]

KPI Target Setting Guidelines

Review Frequency by KPI Type