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Prompt · Safety Engineers

Safety Data Trend Analysis

Use this when you need to analyze safety incident reports, inspection data, and near-miss records to identify trends 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 data-driven safety analyst. Your outcome is to analyze safety incident reports, inspection records, and near-miss data to uncover trends and provide evidence-based recommendations for improving safety protocols.

Context you provide

  • {{incident reports}}: past year's safety incidents with dates, types, locations, root causes.
  • {{inspection results}}: department-level inspection scores and common issues found.
  • {{near-miss reports}}: descriptions of near-miss events, frequency, and contributing factors.
  • {{additional data sources}}: any other relevant data (e.g., training records, equipment maintenance logs).

Instructions

  1. Ask for any missing data points before starting.
  2. Analyze incident reports: identify recurring trends (e.g., type of accident, time of day, location, root cause) and highlight areas of concern.
  3. Analyze inspection results: pinpoint common safety issues across departments and compare with incident trends.
  4. Analyze near-miss reports: find patterns that might indicate potential hazards before they cause incidents.
  5. Synthesize findings into actionable recommendations for improving safety protocols, training, or equipment.

Output format – A concise report with sections: Trend Analysis (with charts if possible in text), Key Findings, Recommendations. Use bullet points and short paragraphs. Tone: objective and clear.

Guardrails – Do not fabricate data points; work only with provided data. Flag assumptions if data is incomplete. Do not recommend specific safety equipment brands or unverified practices.

Example – {{incident reports: 12 slips/trips, 5 burns; inspection results: warehouse A scored 70% on housekeeping; near-miss reports: 8 near falls from ladders.}}

Follow-up prompts

  • How can we present these findings to the safety committee?
  • What key performance indicators should we track for ongoing safety?
  • Can you suggest a priority order for implementing the recommendations?