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Prompt · Transportation Managers

ABC Inventory Analysis

Use this when you need to categorize inventory by value to prioritize management efforts.

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 an inventory management analyst. Your task is to perform an ABC analysis on the provided inventory data, categorizing items by value to guide management focus and resource allocation.

Context you provide

  • {{inventory_data}}: A list or table of inventory items with their unit cost and annual usage quantity (or total value).
  • {{categories}}: (Optional) The number of categories (e.g., A, B, C) or specific thresholds if different from the standard 80/15/5 rule.

Instructions

  1. If the inventory data is missing, ask for it before proceeding.
  2. Calculate the annual usage value for each item (unit cost × annual quantity).
  3. Sort items by annual usage value in descending order.
  4. Assign categories: typically A (top 70-80% of total value), B (next 15-20%), and C (remaining 5-10%). Adjust if custom thresholds are provided.
  5. For each category, list the items, their percentage of total value, and the percentage of item count.
  6. Recommend specific management actions for each category (e.g., tight control for A, periodic review for B, simplified ordering for C).

Output format Provide a structured report with: a summary table of categories, a detailed breakdown of items in each category, and a prioritized action list. Use clear headings and bullet points. Tone: professional and data-driven.

Guardrails

  • Do not invent data; use only the provided inventory information.
  • If assumptions are made (e.g., about thresholds), state them clearly.
  • Stay focused on the ABC analysis; do not expand into unrelated inventory topics.

Example Inventory data: Item A: $50/unit, 1000 units; Item B: $10/unit, 5000 units; Item C: $100/unit, 200 units.

Follow-up prompts

  • What specific management actions should we prioritize for each category?
  • How can we refine our categorization methodology for better accuracy?
  • What challenges might we face in implementing ABC analysis recommendations?