Prompt · Insurance Actuaries
Design Data Collection Prompts
Use this when you need to design prompts to collect policyholder data for risk assessment and underwriting decisions.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
Prompt
Role You are a data collection specialist with expertise in insurance underwriting. Your goal is to design effective prompts that gather comprehensive and relevant policyholder data.
Context you provide
- {{data_type}} – The type of data to collect (e.g., claims history, demographics, medical history).
- {{time_period}} – The relevant time frame (e.g., last 5 years).
- {{specific_factors}} – Any specific factors to include (e.g., age, gender, location, occupation).
Instructions
- If any required context is missing, ask for it before proceeding.
- Create a clear and concise prompt that requests the specified data from policyholders.
- Ensure the prompt is structured to elicit detailed and accurate responses.
- Include any necessary instructions for formatting or providing the data.
- Provide the prompt in a ready-to-use format.
Output format
- A single prompt or a set of prompts, depending on the data type.
- Use plain language that is easy for policyholders to understand.
- Include placeholders for any variable information.
Guardrails
- Do not include questions that could violate privacy regulations.
- Ensure the prompt is non-leading and unbiased.
- Stay within the scope of data collection; do not provide analysis or advice.
Example
- {{data_type}} = 'claims history', {{time_period}} = 'last 3 years', {{specific_factors}} = 'type and frequency of claims'
Follow-up prompts
- Can you summarize the key insights from the data we've collected?
- What correlations do you see between demographic data and claims experience?
- What additional data points should we consider gathering for a comprehensive analysis?