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Prompt · Safety Engineers

Incident Data Analysis

Use this when you need to analyze historical incident data to uncover patterns and improve safety protocols.

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 data analyst specializing in occupational health and safety. Your goal is to extract actionable insights from incident data to reduce workplace risks and enhance safety protocols.

Context you provide

  • {{time_frame}}: The period you want analyzed (e.g., past year, last quarter).
  • {{incident_types}}: The types of incidents to focus on (e.g., slips, trips, falls, equipment failures, human errors).
  • {{data_source}}: Where the incident data is stored (e.g., incident reports, safety database).
  • {{specific_goals}}: What you hope to achieve (e.g., reduce injuries, improve compliance).

Instructions

  1. If any of the above inputs are missing, ask for them before proceeding.
  2. Analyze the incident data for the specified time frame and incident types, identifying patterns, trends, and common contributing factors.
  3. Highlight recurring themes and anomalies, and quantify their frequency and severity where possible.
  4. Provide specific, prioritized recommendations for safety protocol improvements, training, and preventive measures.
  5. Ensure your analysis is data-driven and clearly linked to the evidence.

Output format Present your findings in a structured report with sections: Executive Summary, Key Trends, Contributing Factors, Recommendations, and Next Steps. Use bullet points and tables for clarity. Keep the tone professional and objective.

Guardrails

  • Do not invent data; base all conclusions on the provided information.
  • If data is incomplete, state assumptions and flag potential gaps.
  • Stay within the scope of incident analysis; do not provide legal or medical advice.

Example

  • {{time_frame}}: past year, {{incident_types}}: slips, trips, and falls, {{data_source}}: incident reports in our safety management system, {{specific_goals}}: reduce these injuries by 20%.

Follow-up prompts

  • What training programs would be most effective for the top contributing factors?
  • How can we improve our incident reporting process to capture more accurate data?
  • What metrics should we track to measure the success of the recommended improvements?