Skip to content
risk-management-specialist logo

Senior Risk Management Specialist

risk-management-specialist

Senior Risk Management specialist for medical device companies implementing ISO 14971 risk management throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use for risk management planning, risk assessments, risk control ver...

SKILL.md

Full skill instructions

Senior Risk Management Specialist

Expert-level medical device risk management implementing ISO 14971 throughout the complete product lifecycle with comprehensive risk analysis, evaluation, control, and post-production monitoring capabilities.

Core Risk Management Competencies

1. Risk Management Process Implementation (ISO 14971)

Establish and maintain comprehensive risk management processes integrated throughout the product development and lifecycle.

Risk Management Process Framework:

ISO 14971 RISK MANAGEMENT PROCESS
├── Risk Management Planning
│   ├── Risk management plan development
│   ├── Risk acceptability criteria definition
│   ├── Risk management team formation
│   └── Risk management file establishment
├── Risk Analysis
│   ├── Intended use and reasonably foreseeable misuse
│   ├── Hazard identification and analysis
│   ├── Hazardous situation evaluation
│   └── Risk estimation and documentation
├── Risk Evaluation
│   ├── Risk acceptability assessment
│   ├── Risk benefit analysis
│   ├── Risk control necessity determination
│   └── Risk evaluation documentation
├── Risk Control
│   ├── Risk control option analysis
│   ├── Risk control measure implementation
│   ├── Residual risk evaluation
│   └── Risk control effectiveness verification
└── Production and Post-Production Information
    ├── Information collection and analysis
    ├── Risk management file updates
    ├── Risk benefit analysis review
    └── Risk control measure adjustment

2. Risk Analysis and Hazard Identification

Conduct systematic risk analysis identifying all potential hazards and hazardous situations throughout device lifecycle.

Risk Analysis Methodology:

  1. Intended Use and Context Analysis

    • Medical indication and patient population
    • Use environment and conditions
    • User characteristics and training
    • Decision Point: Define scope of risk analysis
  2. Hazard Identification Process

    • For Hardware Components: Mechanical, electrical, thermal, chemical hazards
    • For Software Components: Software failure modes per IEC 62304
    • For Combination Products: Drug-device interaction risks
    • For Connected Devices: Cybersecurity and data privacy risks
  3. Hazardous Situation Analysis

    • Sequence of events leading to hazardous situations
    • Foreseeable misuse and use error scenarios
    • Single fault condition analysis
    • Multiple fault condition evaluation

3. Risk Estimation and Evaluation

Apply systematic risk estimation methodologies ensuring consistent and defensible risk assessments.

Risk Estimation Framework:

  • Probability Assessment: Statistical data, literature, expert judgment
  • Severity Assessment: Clinical outcome evaluation and classification
  • Risk Level Determination: Risk matrix application and documentation
  • Risk Acceptability Evaluation: Criteria application and justification

Risk Evaluation Decision Tree:

RISK EVALUATION PROCESS
├── Is Risk Acceptable? (per criteria)
│   ├── YES → Document acceptable risk
│   └── NO → Proceed to risk control
├── Risk Control Implementation
│   ├── Inherent safety by design
│   ├── Protective measures
│   └── Information for safety
└── Residual Risk Evaluation
    ├── Is residual risk acceptable?
    ├── Risk benefit analysis
    └── Final risk acceptability decision

4. Risk Control Implementation and Verification

Implement comprehensive risk control measures following the hierarchy of risk control per ISO 14971.

Risk Control Hierarchy:

  1. Inherent Safety by Design

    • Design modifications eliminating hazards
    • Fail-safe design implementation
    • Redundancy and diversity application
    • Human factors engineering integration
  2. Protective Measures in the Medical Device

    • Alarms and alert systems
    • Automatic shut-off mechanisms
    • Physical barriers and shields
    • Software safety functions
  3. Information for Safety

    • User training and education
    • Labeling and instructions for use
    • Warning systems and alerts
    • Contraindications and precautions

Risk Control Verification:

  • Risk control effectiveness testing and validation
  • Verification protocol development and execution
  • Test results analysis and documentation
  • Risk control performance monitoring

Advanced Risk Management Applications

Software Risk Management (IEC 62304 Integration)

Integrate software lifecycle processes with risk management ensuring comprehensive software safety assessment.

Software Risk Management Process:

  • Software Safety Classification: Class A, B, or C determination
  • Software Hazard Analysis: Software contribution to hazardous situations
  • Software Risk Control: Architecture and design safety measures
  • Software Risk Management File: Integration with overall risk management file

Cybersecurity Risk Management

Implement cybersecurity risk management per FDA guidance and emerging international standards.

Cybersecurity Risk Framework:

  1. Cybersecurity Threat Modeling

    • Asset identification and vulnerability assessment
    • Threat source analysis and attack vector evaluation
    • Impact assessment on patient safety and device functionality
    • Cybersecurity risk estimation and prioritization
  2. Cybersecurity Controls Implementation

    • Preventive Controls: Authentication, authorization, encryption
    • Detective Controls: Monitoring, logging, intrusion detection
    • Corrective Controls: Incident response, recovery procedures
    • Compensating Controls: Additional safeguards and mitigations

Human Factors and Use Error Risk Management

Integrate human factors engineering with risk management addressing use-related risks.

Use Error Risk Management:

  • Use-Related Risk Analysis: Task analysis and use scenario evaluation
  • Use Error Identification: Critical task and use error analysis
  • Use Error Risk Estimation: Probability and severity assessment
  • Use Error Risk Control: Design controls and user interface optimization

Risk Management File Management

Risk Management Documentation

Maintain comprehensive risk management files ensuring traceability and regulatory compliance.

Risk Management File Structure:

  • Risk Management Plan: Objectives, scope, criteria, and responsibilities
  • Risk Analysis Records: Hazard identification, risk estimation, evaluation
  • Risk Control Records: Control measures, verification, validation results
  • Production and Post-Production Information: Surveillance data, updates
  • Risk Management Report: Summary of risk management activities and conclusions

Risk Management File Maintenance

Ensure risk management files remain current throughout product lifecycle.

File Maintenance Protocol:

  • Design Change Impact Assessment: Risk analysis updates for design changes
  • Post-Market Information Integration: Surveillance data incorporation
  • Risk Control Effectiveness Review: Ongoing effectiveness verification
  • Periodic Risk Management Review: Systematic file review and updates

Cross-functional Integration

Quality Management System Integration

Ensure seamless integration of risk management with quality management system processes.

QMS-Risk Management Interface:

  • Design Controls: Risk management integration in design and development
  • Document Control: Risk management file configuration management
  • CAPA Integration: Risk assessment for corrective and preventive actions
  • Management Review: Risk management performance reporting

Regulatory Submission Integration

Coordinate risk management documentation with regulatory submission requirements.

Regulatory Integration Points:

  • FDA Submissions: Risk analysis and risk management summaries
  • EU MDR Technical Documentation: Risk management file integration
  • ISO 13485 Certification: Risk management process compliance
  • Post-Market Requirements: Risk management in post-market surveillance

Clinical and Post-Market Integration

Integrate risk management with clinical evaluation and post-market surveillance activities.

Clinical-Risk Interface:

  • Clinical Risk Assessment: Clinical data integration with risk analysis
  • Clinical Investigation: Risk management in clinical study design
  • Post-Market Surveillance: Risk signal detection and evaluation
  • Clinical Evaluation Updates: Risk-benefit analysis integration

Resources

scripts/

  • risk-assessment-automation.py: Automated risk analysis workflow and documentation
  • risk-matrix-calculator.py: Risk estimation and evaluation automation
  • risk-control-tracker.py: Risk control implementation and verification tracking
  • post-production-risk-monitor.py: Post-market risk information analysis

references/

  • iso14971-implementation-guide.md: Complete ISO 14971 implementation framework
  • software-risk-management.md: IEC 62304 integration with risk management
  • cybersecurity-risk-framework.md: Medical device cybersecurity risk management
  • use-error-risk-analysis.md: Human factors risk management methodologies
  • risk-acceptability-criteria.md: Risk acceptability frameworks and examples

assets/

  • risk-templates/: Risk management plan, risk analysis, and risk control templates
  • risk-matrices/: Standardized risk estimation and evaluation matrices
  • hazard-libraries/: Medical device hazard identification libraries
  • training-materials/: Risk management training and competency programs

More skills from fabioeducacross

notion-meeting-intelligence logo
fabioeducacross/DesignSystem-Vuexy

notion-meeting-intelligence

Prepare meeting materials with Notion context and Codex research; use when gathering context, drafting agendas/pre-reads, and tailoring materials to attendees.

0 0
View
HTML Injection Testing logo
fabioeducacross/DesignSystem-Vuexy

HTML Injection Testing

This skill should be used when the user asks to "test for HTML injection", "inject HTML into web pages", "perform HTML injection attacks", "deface web applications", or "test content injection vulnerabilities". It provides comprehensive HTML injection attack techniques and testing methodologies.

0 0
View
geopandas logo
fabioeducacross/DesignSystem-Vuexy

geopandas

Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with geographic data for spatial analysis, geometric operations, coordinate transformations, spatial joins, overlay operations, choropleth mapping, or any task involving re...

0 0
View
web-performance-optimization logo
fabioeducacross/DesignSystem-Vuexy

web-performance-optimization

Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance

0 0
View
form-validation-educacross logo
fabioeducacross/DesignSystem-Vuexy

form-validation-educacross

Implement form validation with VeeValidate 3 and i18n integration in Educacross Front Office. Use when user says "validação", "form validation", "VeeValidate", "validate form", "formulário", or needs to validate user input.

0 0
View
social-media-analyzer logo
fabioeducacross/DesignSystem-Vuexy

social-media-analyzer

Social media campaign analysis and performance tracking. Calculates engagement rates, ROI, and benchmarks across platforms. Use for analyzing social media performance, calculating engagement rate, measuring campaign ROI, comparing platform metrics, or benchmarking against industry standards.

0 0
View
istio-traffic-management logo
fabioeducacross/DesignSystem-Vuexy

istio-traffic-management

Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilience patterns.

0 0
View
vuex-module-creator logo
fabioeducacross/DesignSystem-Vuexy

vuex-module-creator

Create Vuex modules for page-level state management following Educacross patterns (dynamic registration, reset mutations, getter/setter pairs). Use when user says "create Vuex module", "state management", "módulo Vuex", "page module", or needs to manage page-specific state.

0 0
View
react-useeffect logo
fabioeducacross/DesignSystem-Vuexy

react-useeffect

React useEffect best practices from official docs. Use when writing/reviewing useEffect, useState for derived values, data fetching, or state synchronization. Teaches when NOT to use Effect and better alternatives.

0 0
View
image-enhancer logo
fabioeducacross/DesignSystem-Vuexy

image-enhancer

Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, documentation, or social media posts.

0 0
View
task-execution-engine logo
fabioeducacross/DesignSystem-Vuexy

task-execution-engine

Execute implementation tasks from design documents using markdown checkboxes. Use when (1) implementing features from feature-design-assistant output, (2) resuming interrupted work, (3) batch executing tasks. Triggers on 'start implementation', 'run tasks', 'resume'.

0 0
View
pydicom logo
fabioeducacross/DesignSystem-Vuexy

pydicom

Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical imaging data in DICOM format, extracting pixel data from medical images (CT, MRI, X-ray, ultrasound), anonymizing DICOM files, working with DICO...

0 0
View

Popular AI tools

Kaiber logo
Video

Kaiber

Generate, edit, and beat-sync AI video with leading models in one workspace.

Paid
View
Vimcal logo
Productivity

Vimcal

The world's fastest calendar for remote work

Free
View

Transform Your Design with AI Designer by ImgCreator.ai

Freemium
View
Akool AI logo
Content & writing

Akool AI

Revolutionizing Video Production with AI-Powered Creativity

Paid
View

Extend an image past the frame and let AI fill the new aspect ratio.

Freemium
View
StarByFace logo
Security

StarByFace

Discover your celebrity doppelgänger with StarByFace!

Free
View
C

ChainClarity explains 700+ crypto whitepapers in plain English, with layered summaries, comparisons, research tools, alerts, and a $4.99 Pro plan.

Freemium
View
Opus Clip logo
Coding & apps

Opus Clip

Opus.ai: Revolutionize Your Web Experience

Free
View