• LOGIC
  • SCHEMA
  • ERRORS
  • HUMAN

How to audit metric definitions with your AI

Connect Omni BI Intelligence once. After that, your AI has direct access to your semantic layer to verify every calculation.

Ask AI about this page

Short answer

How can I use AI to check my BI metric logic?

Your AI pulls specific field details and model structures to inspect the math behind your metrics. You'll get a clear view of the underlying calculation logic and metadata. This breakdown shows you exactly how the AI handles the inspection.

Audit outcomes

Where your findings land.

What you get after the AI finishes the check.

LOGIC

Verified math

The AI pulls the exact formula for a field. You see the raw calculation logic used in your BI tool.

SCHEMA

Model structure

The AI maps out how different entities and fields relate. You get a clear picture of the semantic layer.

ERRORS

Logic gaps

The AI identifies mismatches between expected and actual field definitions. You find where the math might be wrong.

HUMAN

Manual review

The AI flags complex or ambiguous formulas. You decide if the logic meets your business requirements.

The workflow

What your AI does when the request arrives.

The AI moves through your semantic layer to find the truth behind the numbers.

  1. Identify the field

    The AI locates the specific metric or dimension you're questioning within the model.

    get_field_details

  2. Inspect the formula

    It pulls the underlying calculation logic to see how the value is actually derived.

    get_field_details

  3. Map the model

    The AI looks at the broader semantic structure to understand the context of the field.

    get_model_details

  4. Report findings

    The AI compares the retrieved logic against your instructions and highlights any discrepancies.

    get_field_detailsget_model_details

Try it

Copy these to start.

Use these prompts to begin your audit.

Starting points

Replace the bracketed text with your actual field or model names.

Omni BI Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_0gznQu1XVWP1sAGGLhUvTXTBwtHKt2KwkuA0UKRm/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 — Omni BI capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "omni-bi-intelligence-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_0gznQu1XVWP1sAGGLhUvTXTBwtHKt2KwkuA0UKRm/mcp"
    }
  }
}
Copy into chat04

  • Show me the calculation logic for the [Revenue] field in my model.

  • Check the definition of [Gross Margin] and tell me if it includes tax.

  • List all the fields in the [Sales] model so I can review the schema.

  • Does the [Active Users] metric use the correct dimension for filtering?

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

Start here

Connect Omni BI Intelligence once, then ask.

Just link your account once. Your credentials stay encrypted, and you can immediately start asking questions about your data logic.

Connect Omni BI Intelligence to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my metric definitions?

    No. The AI can only read the existing definitions and logic. It cannot write or modify your BI model.

  • 02

    Does the AI see my raw data?

    No. The AI only accesses the semantic layer and field metadata through the connector tools.

  • 03

    Can I audit multiple models at once?

    Yes, as long as you specify the model names in your prompt.

  • 04

    What happens if a field doesn't exist?

    The AI will tell you it cannot find that specific field in the model it is currently reading.

  • 05

    How does the AI know which model to look at?

    You tell the AI which model to inspect, and it uses the connector to pull that specific model's details.

  • More questions about Omni BI Intelligence? The Connector page answers them. See everything the Omni BI Intelligence Connector can do

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