AI Prompts for Supply Chain

Write a supplier sourcing brief for [PRODUCT OR SERVICE CATEGORY]. Include: the specifications or requirements, the annual spend estimate, the quality standards required, the geographic or regulatory constraints, the service level requirements (lead time, delivery flexibility, responsiveness), the key compliance requirements, and the evaluation criteria we will use to select between suppliers. This brief will be shared with our procurement team and used to shortlist candidates.

Create a supplier evaluation scorecard for selecting a [SUPPLIER TYPE] for [PRODUCT OR SERVICE]. Key evaluation dimensions: [LIST: QUALITY, PRICE, DELIVERY RELIABILITY, FINANCIAL STABILITY, CAPACITY, COMPLIANCE, SUSTAINABILITY]. For each dimension, define: the weight in the overall score, the rating criteria (1 to 5 with definitions), and the minimum passing score. Include a notes column for each assessor. Format for use across the team with consistent scoring.

Write a due diligence questionnaire for a potential new supplier of [PRODUCT OR MATERIAL]. Cover: financial stability (ownership structure, credit references, financial statements), quality management systems (certifications, inspection processes, defect handling), production capacity and flexibility, regulatory compliance and certifications required, data security and confidentiality practices, environmental and social compliance, and references from existing customers.

Write a supplier qualification summary for [SUPPLIER NAME] following our assessment. Assessment findings: [DESCRIBE WHAT YOU FOUND]. Strengths: [DESCRIBE]. Weaknesses or gaps: [DESCRIBE]. Compliance status: [DESCRIBE]. Recommendation: [APPROVE / CONDITIONAL APPROVE WITH REQUIREMENTS / DO NOT APPROVE]. Conditions or actions required before onboarding: [DESCRIBE]. This summary will be reviewed by [AUDIENCE: PROCUREMENT LEAD, OPERATIONS DIRECTOR, QUALITY TEAM].

Write a preferred supplier list (PSL) policy for [COMPANY OR DEPARTMENT]. The policy should cover: the purpose of the PSL, the criteria for inclusion and removal, the process for adding new suppliers or challenging the list, the requirements for purchasing from non-PSL suppliers, the review frequency, and the roles responsible for maintaining the list. The policy should balance procurement control with operational flexibility.

Write a formal procurement request or purchase order for [GOODS OR SERVICES]. Include: supplier details, item description and specifications, quantity and unit of measure, agreed price and payment terms, delivery date and location, quality specifications or acceptance criteria, and any special instructions. The format should be clear enough that there is no ambiguity about what we have ordered and on what terms.

Write an email to [SUPPLIER NAME] to negotiate pricing on [PRODUCT OR SERVICE]. Our current price is [CURRENT PRICE]. We are seeking [TARGET PRICE OR REDUCTION PERCENTAGE] based on: [DESCRIBE LEVERAGE: VOLUME COMMITMENT, PAYMENT TERMS, MULTI-YEAR CONTRACT, BENCHMARK DATA, COMPETITIVE ALTERNATIVE]. The email should be direct about what we need, explain the reasoning, and propose a specific path forward rather than just asking for a better price.

Write an onboarding communication for a new supplier, [SUPPLIER NAME], who will be supplying [PRODUCT OR SERVICE] starting [DATE]. Include: a welcome and confirmation of the relationship, the key contacts on both sides, the ordering process and lead time requirements, quality and compliance requirements they need to meet, the invoicing and payment process, and who to contact for issues or escalations. Professional but warm in tone.

Write an escalation email to [SUPPLIER NAME] regarding [PERFORMANCE ISSUE: LATE DELIVERIES, QUALITY FAILURES, INVOICING ERRORS, COMMUNICATION FAILURES]. The issue: [DESCRIBE SPECIFICS, FREQUENCY, IMPACT]. What we have already done to address it: [DESCRIBE]. The standard we need them to meet: [DESCRIBE]. The timeline for improvement: [DESCRIBE]. The consequence of continued non-performance: [DESCRIBE]. The tone should be firm and clear about the stakes without being hostile.

Write a contract renewal negotiation letter for our agreement with [SUPPLIER NAME] which expires on [DATE]. Our current terms: [DESCRIBE KEY TERMS]. Our renewal position: [DESCRIBE WHAT YOU WANT TO CHANGE AND WHAT YOU WANT TO KEEP]. The business context: [DESCRIBE VOLUME CHANGES, MARKET CONDITIONS, OR STRATEGIC CHANGES RELEVANT TO NEGOTIATION]. Open the negotiation professionally, make our position clear, and invite a meeting to finalize the terms.

Write a logistics coordination email to [CARRIER OR FREIGHT FORWARDER] for the shipment of [GOODS] from [ORIGIN] to [DESTINATION]. Include: shipment reference number, commodity description and HS code if applicable, cargo dimensions and weight, pickup date and location, required delivery date and location, any special handling requirements, required documentation, and the contact for questions. Clear and complete logistics communications prevent costly delays.

Write an internal inventory shortage alert for [PRODUCT OR MATERIAL] to send to [RECIPIENTS: PRODUCTION PLANNING, SALES, PROCUREMENT, LEADERSHIP]. The current stock level is [AMOUNT]. The expected stockout date at current consumption is [DATE]. The open orders expected to replenish are [DESCRIBE STATUS]. The impact on production or customer orders if the shortage is not resolved: [DESCRIBE]. The immediate action being taken: [DESCRIBE]. Any decisions needed from the reader: [DESCRIBE].

Write a summary of the import documentation requirements for shipping [GOODS] from [COUNTRY OF ORIGIN] to [DESTINATION COUNTRY]. Include: required commercial documents, any product-specific certifications or permits, labeling requirements, customs classification (HS code), import duties and taxes applicable, any restrictions or prohibitions, and the typical clearance timeline. This is for internal use to brief our logistics team and ensure compliance.

Summarize the key service level requirements for a third-party logistics (3PL) agreement for [OPERATION: WAREHOUSING, FULFILLMENT, DISTRIBUTION]. The performance standards we require are: [LIST, E.G. ORDER ACCURACY RATE, ON-TIME SHIPPING PERCENTAGE, INVENTORY ACCURACY, RETURNS PROCESSING TIME]. For each KPI, define: the target level, the measurement method, the reporting frequency, and the consequences of missing the target. Format for inclusion in the commercial agreement.

Write a communication to [SUPPLIER NAME] regarding a delivery dispute: [DESCRIBE THE ISSUE, E.G. SHORT DELIVERY, DAMAGED GOODS, WRONG SPECIFICATION, MISSED DEADLINE]. The impact on our operations is: [DESCRIBE]. Our claim is: [DESCRIBE WHAT YOU ARE REQUESTING: REPLACEMENT, CREDIT, COMPENSATION]. The evidence we have: [DESCRIBE]. Reference the relevant contract clause if applicable. Professional and factual. We want resolution, not a prolonged dispute.

Write a supply chain risk assessment for [PRODUCT CATEGORY OR SUPPLY CHAIN SEGMENT]. Identify the top risks across: supplier concentration risk, geographic risk, logistics and transportation risk, regulatory and compliance risk, demand volatility risk, and quality risk. For each risk, assess: the likelihood, the potential impact, the current mitigation in place, the residual risk, and the recommended additional action. Prioritize by risk severity and ease of mitigation.

Write a communication to [CUSTOMER SEGMENT] about a supply disruption affecting [PRODUCT OR CATEGORY]. The disruption: [DESCRIBE CAUSE AND EXPECTED DURATION]. The impact on their orders: [DESCRIBE SPECIFICALLY]. What we are doing to resolve it: [DESCRIBE]. What they should do: [DESCRIBE ANY ACTION REQUIRED FROM THEM]. When we will next update them: [STATE DATE]. Honest, specific, and solution-focused. Do not minimize the impact but do not catastrophize either.

Build a supplier diversification plan for [PRODUCT OR MATERIAL CATEGORY] where we currently have [DESCRIBE CONCENTRATION RISK: SINGLE SOURCE, GEOGRAPHIC CONCENTRATION]. The plan should cover: the target supplier mix (number of suppliers, geographic spread), the criteria for selecting additional suppliers, the transition timeline, the qualification process for new suppliers, the volume split between suppliers, and the cost implications of diversification. Present for leadership review.

Write a force majeure notification to [RECIPIENT: CUSTOMER OR SUPPLIER] regarding [EVENT: WEATHER EVENT, PORT CLOSURE, GOVERNMENT ACTION, PANDEMIC RESTRICTION, NATURAL DISASTER]. The event: [DESCRIBE]. The impact on our contractual obligations: [DESCRIBE SPECIFICALLY]. The estimated duration: [DESCRIBE]. What we are doing to mitigate the impact: [DESCRIBE]. Our request or notification under the force majeure clause of our agreement: [DESCRIBE]. Reference the relevant contract clause. Professional and legally careful in tone.

Write a supply chain resilience review for [QUARTER OR YEAR] to present to [AUDIENCE: LEADERSHIP, BOARD, OPERATIONS TEAM]. Cover: the disruptions experienced and how we responded, the resilience investments made (dual sourcing, safety stock, supplier diversification, logistics redundancy), the gaps in resilience identified, the initiatives planned to address those gaps, and a scorecard of our supply chain resilience metrics. What does this business need to do to be more resilient next year?