• ABC
  • XYZ
  • MATRIX
  • HUMAN

How to classify SKU value and demand stability with your AI

Connect your inventory data to your AI client to segment your stock. Once connected, your agent handles the math for both value and volatility.

Ask AI about this page

Short answer

How can I use AI to run ABC and XYZ analysis on my stock?

Your AI client uses dual classification tools to group items by their revenue contribution and how predictably they sell. You get a clear map of high-value stable items versus low-value volatile items. This breakdown shows you exactly where to focus your capital and safety stock.

Inventory segmentation

Where your inventory segments land.

The AI sorts every SKU into specific categories based on the two analysis passes.

ABC

Economic impact groups

The AI identifies which items drive your revenue. You'll see which SKUs are your heavy hitters and which are low-value.

XYZ

Demand volatility groups

The AI measures how much your sales fluctuate. This tells you which items are steady and which are unpredictable.

MATRIX

Combined priority map

By merging both analyses, the AI finds your most critical items. You get a combined view of high-value, high-stability products.

HUMAN

Manual review needed

The AI flags outliers or items with messy data. You decide how to handle these edge cases based on the classification results.

The workflow

What your AI does when the data arrives.

The AI processes your catalog through two distinct mathematical passes to build a complete inventory profile.

  1. Rank by revenue

    The agent looks at your sales history and assigns each SKU a priority based on its total economic value.

    classify_abc_priority

  2. Measure volatility

    The agent analyzes the consistency of demand for every item in your list.

    classify_xyz_stability

  3. Cross-reference results

    The AI maps the ABC and XYZ results together to create a single classification matrix.

    classify_abc_priorityclassify_xyz_stability

  4. Identify outliers

    The agent highlights items that don't fit standard patterns for your review.

    classify_xyz_stability

Try it

Copy these to start.

Use these prompts to kick off the analysis once you've connected the MCP.

Starting points

These are opening lines. Replace the bracketed text with your actual file names or database links.

ABC-XYZ Classifier Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_gysrDWyYP1W01Kpks89gNPoUEDSZnqIN9eTgP37t/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — ABC-XYZ Classifier capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "abc-xyz-inventory-classifier-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_gysrDWyYP1W01Kpks89gNPoUEDSZnqIN9eTgP37t/mcp"
    }
  }
}
Copy into chat04

  • Run an ABC and XYZ analysis on my inventory spreadsheet at [path/to/file].

  • Classify the SKUs in my [database_name] database by value and demand stability.

  • Based on the ABC-XYZ analysis of [file_name], which items should I prioritize for safety stock?

  • Analyze the demand volatility for the items listed in [sheet_name] using XYZ classification.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect ABC-XYZ Inventory Classifier once, then ask.

Just link your data source to the MCP. Your credentials stay encrypted, and you can start asking questions immediately.

Connect ABC-XYZ Inventory Classifier to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my actual inventory levels?

    No. The AI only reads your data to perform the classification. It cannot move stock or change quantities in your system.

  • 02

    Does the AI delete any of my SKU data?

    No. The AI only performs read-only analysis. Your original data remains untouched.

  • 03

    How does the AI decide what is an 'A' item?

    It uses the mathematical logic within the classify_abc_priority tool to rank items by their cumulative value contribution.

  • 04

    Can I use this with a CSV file?

    Yes, as long as your AI client can access the file and the data is formatted for the classification tools.

  • 05

    Will the AI automatically order more stock for 'A' items?

    No. The AI identifies the priority, but you must decide when and how to place orders.

  • More questions about ABC-XYZ Inventory Classifier? The Connector page answers them. See everything the ABC-XYZ Inventory Classifier Connector can do

Connect ABC-XYZ Classifier to Claude, Cursor, ChatGPT & more