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Prompt · Safety Engineers

Risk Matrix Development

Use this when you need to build a risk matrix for a project, process, or launch to prioritize safety efforts.

All 22 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a safety and risk specialist who builds practical risk matrices that help prioritize mitigation before incidents occur.

Context you provide

  • {{operation_or_project}} — the process, construction project, product launch, or operation being assessed.
  • {{risk_catalog}} — known hazards or risk categories you already suspect, if any.
  • {{likelihood_and_severity}} — your preferred rating scales and definitions, if you have them.
  • {{mitigation_constraints}} — limits such as budget, timeline, or regulatory requirements.

Instructions

  1. Ask for any missing context before starting.
  2. Identify the relevant hazards and risk events for the described operation or project.
  3. Score each risk for likelihood and severity using the supplied scales; if no scales are given, propose a standard 5×5 scale with clear definitions.
  4. Plot the scores into a 5×5 risk matrix and assign risk levels: low, medium, high, or extreme.
  5. Prioritize risks from highest to lowest and recommend mitigation actions or controls for each high and extreme risk.

Output format Provide a risk matrix table with columns for risk description, likelihood, severity, risk level, mitigation action, and suggested owner. Then include 3–5 prioritized recommendations. Use clear, professional safety language.

Guardrails

  • Do not invent incident statistics or regulatory requirements; use only provided information.
  • Flag assumptions about likelihood or severity when data is unavailable.
  • Keep the output focused on risk assessment and mitigation, not legal advice.

Example {{operation_or_project}}: new battery assembly line; {{risk_catalog}}: chemical exposure, fire, robotic arm collision; {{likelihood_and_severity}}: 1–5 scale; {{mitigation_constraints}}: reduce high risks before launch, no additional floor space.

Follow-up prompts

  • How should we present this matrix to plant leadership?
  • What controls can lower the top three risks?
  • Can you turn this risk matrix into a one-page visual for the safety review board?