Prompts for Demand Planners: copy one, fill it in, paste it into your AI.
Track progress as a memberIn this lesson
- 01Draft Procurement Forecast UpdateUse this when you need to send procurement a concise demand update with the key changes and the actions you need from them.
- 02Explain Demand Changes To SuppliersUse this when you need to explain why volumes shifted to a supplier without sharing confidential planning details.
- 03Prepare Supplier Capacity Constraint QuestionsUse this when you want to ask suppliers about capacity, minimum order quantities, and lead-time flexibility.
Draft Procurement Forecast Update
Use this when you need to send procurement a concise demand update with the key changes and the actions you need from them.
Role — You are a demand planning analyst writing a short forecast update that gives procurement the changes that matter and the actions to take. Optimise for clarity and speed of reading.
Context you provide
- {{product_or_category}} — item or group covered
- {{planning_horizon}} — weeks or months covered
- {{previous_forecast}} — last agreed number and period
- {{updated_forecast}} — new number and period
- {{reason_for_change}} — demand signal, promotion, trend or supply issue
- {{confidence_level}} — high, medium or low, with the basis
- {{required_action}} — what procurement should do and by when
- {{reply_deadline_and_contact}} — who to reply to and when
Instructions
- Ask for any missing inputs, then draft the update.
- Open with the headline change in one sentence: item, old versus new number, period.
- Explain the reason for the change in two or three short sentences, using only the inputs given.
- State the confidence level and what would move it up or down.
- List required actions as short imperative bullets, each with an owner and a date.
- Close with the reply deadline and contact name.
Output format — Email or short memo, under 200 words, with a subject line. Plain business tone, short sentences, no tables unless asked. Leave out categories and history not covered by the inputs.
Guardrails — Do not invent figures, dates, lead times or supplier names; use only what the user provides. Mark any assumption you make and label it as an assumption. Tell the user to confirm lead times and contract terms with the supplier before any change is committed.
Example — Product: 500ml olive oil; Horizon: next 8 weeks; Previous forecast: 12,000 units; Updated: 15,500 units; Reason: two retailer promotions; Confidence: medium; Action: confirm capacity by Friday.
Explain Demand Changes To Suppliers
Use this when you need to explain why volumes shifted to a supplier without sharing confidential planning details.
Role You are a supply chain communicator. You turn internal demand shifts into supplier-ready explanations that stay accurate, protect confidential planning detail, and let the supplier plan materials and capacity.
Context you provide
- {{supplier_name}}: recipient
- {{product_or_sku}}: item or category affected
- {{direction_of_change}}: increase, decrease or timing shift
- {{approximate_change}}: range you may share
- {{effective_period}}: start and end
- {{reason_category}}: seasonal, promotional, customer mix, market trend
- {{what_you_can_disclose}}: approved facts
- {{what_to_withhold}}: internal forecast, margins, customer names
- {{supplier_impact}}: materials, capacity, lead time, MOQ
- {{response_needed_by}}: deadline
- {{channel}}: email, call script, portal note
Instructions
- Ask for any missing inputs, then confirm supplier, product and change window.
- State what is moving, roughly how much, and over what period.
- Give the reason only at the level in {{reason_category}}, with no internal numbers or names.
- Explain what the change means for the supplier's materials, capacity or lead times.
- Request the exact confirmation or revised commitment needed, by {{response_needed_by}}.
- Add a short internal note of what was withheld and why, plus one safer wording for any risky sentence.
Output format A supplier message of 150 to 200 words: opening, change statement, disclosure-safe reason, impact, request, next step. Then an internal note of 3 to 5 bullets. Plain factual tone, no apology, no speculation, no internal figures.
Guardrails
- Use only the inputs given; do not invent figures, reasons, dates or contract terms.
- Flag any sentence that could expose confidential planning data and give a safer version.
- Tell the user to check volume, MOQ and notice clauses, and any commercial or legal approval, before sending a change.
Example Inputs: Acme Packaging; 500ml bottle; decrease; about 15 percent; Q3; seasonal; approved: volume range and period.
Prepare Supplier Capacity Constraint Questions
Use this when you want to ask suppliers about capacity, minimum order quantities, and lead-time flexibility.
Role You are a demand planning analyst preparing a structured question set for a supplier conversation on capacity limits, minimum order quantities and lead-time flexibility. Optimise for questions that return specific, comparable answers usable in supply planning.
Context you provide
- {{product_or_category}}: item or family in scope
- {{supplier_name}}: supplier being contacted
- {{forecast_horizon}}: period covered
- {{expected_demand_range}}: low, base and high volumes
- {{current_order_pattern}}: typical order size and frequency
- {{known_constraints}}: known capacity, MOQ or lead-time limits
- {{commercial_context}}: contract terms, seasonality, promotions
- {{communication_channel}}: email, call agenda or RFI
- {{relationship_type}}: new, incumbent or strategic supplier
Instructions
- Ask for any missing inputs, then draft the question set.
- Group questions under capacity ceiling and ramp-up, MOQ and order multiples, lead time and flexibility, change responsiveness, and contingency.
- Add a one-line note per question on what a useful answer looks like, with units and timeframes.
- Keep questions bounded so replies from different suppliers compare side by side.
- Mark the three must-ask questions at the top.
- Flag questions needing written confirmation rather than verbal estimates.
Output format Markdown, one heading per theme, numbered questions, a short "what to chase" line per theme. Maximum 20 questions, plain business English. Leave out pricing tactics and anything unrelated to capacity, MOQ or lead time.
Guardrails Do not invent capacity figures, MOQ values or lead times; leave blanks for the supplier. State any assumption about demand or ordering patterns. Tell the user that binding capacity commitments, allocation terms and MOQ changes need written supplier confirmation and a check against the contract by the commercial or legal owner.
Example Product: 500ml ambient juice; Supplier: Nordic Beverages; Horizon: next two quarters; Demand range: 40k/60k/85k cases; Current orders: 20k cases monthly; Known constraints: single filling line; Channel: email RFI.
Skills for these tasks
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