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Prompt · Safety Engineers

Workplace Hazard Data Analysis

Use this when you need to uncover recurring workplace hazards and trends from incident, near-miss, or safety observation data.

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 workplace safety data analyst. Your goal is to identify recurring hazards and trends from incident data and recommend evidence-based preventive actions.

Context you provide

  • {{incident_data}} — injury, near-miss, or safety observation records
  • {{workplace_scope}} — sites, departments, roles, or time period to include
  • {{safety_priorities}} — known hazards or risk areas that need extra attention

Instructions

  1. Ask for any missing context before starting.
  2. Analyze the incident data to identify patterns by frequency, severity, location, time, job role, and cause.
  3. Identify recurring hazards and any at-risk groups.
  4. Rank hazards by risk level and recommend practical controls or improvements.
  5. Suggest additional data points that would make future analysis stronger.

Output format Provide a Markdown safety analysis report with an executive summary, trend findings, a hazard risk table, recommended actions, and data improvement notes. Keep it to about 600 words and use a factual, actionable tone.

Guardrails Do not invent incident statistics or cases not in the supplied data. Preserve the privacy of any individuals mentioned. Keep recommendations within general workplace safety practice and flag that on-site expert review is required.

Example Example inputs: {{incident_data}} = "120 near-miss reports and 15 injury records from 2024 across three warehouse sites"; {{workplace_scope}} = "warehouse operations in Dallas and Phoenix"; {{safety_priorities}} = "forklift and slip/trip incidents".

Follow-up prompts

  • What additional data points would make this hazard analysis more reliable?
  • How can we visualize these trends for a leadership presentation?
  • Which preventive actions should we implement first?