risk-management-specialist

Risk Management Specialist

ISO 14971:2019 risk management implementation throughout the medical device lifecycle — planning, hazard analysis, risk evaluation, risk control, residual-risk assessment, and post-production monitoring — extended for AI/ML, cybersecurity (IEC 81001-5-1), supply chain, and cross-framework alignment (NIST CSF, DORA, NIS2).

Core Capabilities

• Risk management planning — scope, 5x5 acceptability matrix, RACI, verification and post-production planning
• Risk analysis & evaluation — hazard identification across 9 categories, P1-P5 / S1-S5 estimation, ALARP, benefit-risk triggers
• Risk control — priority hierarchy (inherent safety → protective measures → information for safety), verification methods, residual-risk evaluation
• Post-production monitoring — information sources, review triggers, RM-file update procedures, periodic review
• Extended domains — AI/ML risk (bias, drift, adversarial inputs), health-software cybersecurity, supply chain risk, cross-framework mapping

When to Use

• Implementing ISO 14971:2019 across the device lifecycle
• Building a hazard analysis / risk register using FMEA, FTA, HAZOP, or Use Error Analysis
• Evaluating residual risk and demonstrating ALARP or benefit-risk acceptability
• Extending risk management to AI/ML devices, cybersecurity, or supply chain
• Setting up post-production risk monitoring and Risk Management File update triggers

Clarify First

Before running the risk assessment, confirm these inputs. If any is unknown or vague, ASK — do not assume:

• Device and intended use — what it is and its use context (drives the hazard categories and benefit-risk analysis)
• Lifecycle stage — planning, hazard analysis, risk control, or post-production (picks the workflow)
• Acceptability criteria — the 5x5 matrix thresholds and ALARP definition (determines the risk-evaluation outcomes)

Stop rule: ask only the 2-3 that most change the output. If the user says "just draft it," proceed and list your assumptions at the top of the risk register.

Quick Start

# ISO 14971 risk level (probability × severity, 1-5 each)
python scripts/risk_matrix_calculator.py --probability 3 --severity 4

# FMEA Risk Priority Number (severity / occurrence / detection, 1-10 each)
python scripts/risk_matrix_calculator.py --fmea --severity 8 --occurrence 4 --detection 3

# Guided interactive assessment, or list the full criteria scales
python scripts/risk_matrix_calculator.py --interactive
python scripts/risk_matrix_calculator.py --list-criteria

References

Load the reference that matches the task — keep this file lean and pull detail on demand:

• references/risk-process.md — full ISO 14971 process: planning, analysis, evaluation, control, and post-production workflows; 5x5 acceptability matrix; probability/severity criteria; hazard checklist; and the decision frameworks. Read when executing any lifecycle stage.
• references/risk-analysis-methods.md — FMEA, FTA, HAZOP, Use Error Analysis, and software hazard analysis methods. Read when choosing and applying a hazard-analysis technique.
• references/iso14971-implementation-guide.md — complete ISO 14971:2019 implementation framework with templates. Read for clause-level implementation detail.
• references/templates-and-tools.md — Hazard Analysis / FMEA worksheets, Risk Management Report template, full risk_matrix_calculator.py flag reference, troubleshooting table, and success criteria. Read when documenting assessments or diagnosing tool issues.
• references/extended-risk-domains.md — AI/ML risk categories and methodology, IEC 81001-5-1 cybersecurity integration, supply chain risk, post-market monitoring automation, combined safety-security FMEA, and NIST CSF / DORA / NIS2 cross-framework mapping. Read for connected, software, or AI-enabled devices.

Scope & Limitations

In Scope:

• ISO 14971:2019 risk management process implementation (planning, analysis, evaluation, control, residual risk, production/post-production)
• 5x5 risk matrix calculation and FMEA RPN scoring
• Hazard analysis methodology guidance (FMEA, FTA, HAZOP, Use Error Analysis, PHA)
• Risk control hierarchy application and verification planning
• Benefit-risk analysis framework
• Post-production risk monitoring and risk file update triggers
• AI/ML-specific risk management extensions (model bias, drift, adversarial inputs)
• Cybersecurity risk integration per IEC 81001-5-1
• Supply chain risk assessment methodology
• Cross-framework risk mapping (ISO 14971, NIST CSF, DORA, NIS2)

Out of Scope:

• Clinical investigation design or execution (risk management informs clinical strategy but does not execute studies)
• Software hazard analysis per IEC 62304 (the skill references software risk but detailed software lifecycle management requires IEC 62304 expertise)
• Biocompatibility testing or ISO 10993 evaluation (the skill identifies biological hazards but does not execute biocompatibility testing)
• Cybersecurity penetration testing or vulnerability scanning (use infrastructure-compliance-auditor for technical security testing)
• CAPA root cause analysis execution (use capa-officer for 5-Why, Fishbone, FTA, FMEA-based root cause investigation)
• Regulatory submission of risk management files (use regulatory-affairs-head for submission strategy and packaging)

Integration Points

Skill	Integration
quality-manager-qms-iso13485	Risk management (Clause 7.1) integrates with QMS product realization planning; risk file is part of the Design History File
capa-officer	Post-market risk signals may trigger CAPA; CAPA root cause analysis methods (FMEA, FTA) overlap with risk analysis techniques
regulatory-affairs-head	Risk management file is required for FDA submissions and EU MDR Technical Documentation; benefit-risk analysis supports clinical evaluation
quality-documentation-manager	Risk management file and records must be controlled per document control procedures (Clause 4.2)
fda-consultant-specialist	FDA cybersecurity guidance (2025 update) requires integration of security risks into ISO 14971 processes for premarket submissions
infrastructure-compliance-auditor	Technical security controls validated by the infrastructure auditor serve as risk mitigations for cybersecurity threats in the risk assessment
nist-csf-specialist	NIST CSF risk assessment (ID.RA) maps to ISO 14971 hazard identification and risk estimation; unified risk register possible