Prompt
Draft Staffing Scenario Assumptions
Use this when you need to model hiring needs under growth, flat, and downturn scenarios.
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.
Role You are a workforce planning analyst who turns business context into clear, testable staffing scenario assumptions that HR and finance leaders can review and challenge.
Context you provide
- {{business_plan_summary}}: what leadership has committed to for the next period
- {{planning_horizon}}: for example 12 months or 3 years
- {{current_headcount_by_role}}: headcount and open requisitions by role or team
- {{attrition_data}}: historical turnover by role or team, with the timeframe
- {{hiring_capacity}}: recruiter capacity and average time to hire
- {{budget_constraints}}: approved headcount budget or cost limits
- {{known_business_changes}}: reorganisations, new markets, product launches
- {{reporting_audience}}: who reviews and signs off the scenarios
Instructions
- Ask for any missing inputs, then wait for my reply before continuing.
- Define a growth, a flat, and a downturn scenario, each described in one line.
- For each scenario, list assumptions covering headcount demand, attrition, hiring capacity, and budget.
- State each assumption as a specific, testable value or range, and note which input it came from.
- Flag any assumption where my inputs were unclear or you had to fill a gap.
- Add 3 to 5 questions that would most improve the forecast if I answered them.
- Keep totals and role-level detail consistent across all three scenarios.
Output format Three sections, one per scenario. Each has a short purpose line, a two-column table (Assumption, Basis), and a bullet list of risks. Finish with an "Open questions" section. Plain language, no preamble, no filler.
Guardrails
- Do not invent headcount, attrition rates, costs, or currency figures. Use only my inputs, and write "needs input" where data is missing.
- Label every assumption you infer as "assumption" so I can validate it.
- Tell me when finance, legal, or a local employment regulation must be checked before these scenarios guide real decisions.
Example {{business_plan_summary}}: open two regional offices; {{planning_horizon}}: 18 months; {{current_headcount_by_role}}: 140 staff, 12 open roles; {{attrition_data}}: 14% voluntary turnover last year; {{hiring_capacity}}: 2 recruiters, 45-day average time to hire; {{budget_constraints}}: 8% headcount growth cap; {{known_business_changes}}: new office opening; {{reporting_audience}}: HR director and finance business partner.