• MISSING
  • MISMATCH
  • VALID
  • HUMAN

How to audit governance metadata with your AI

Connect Alation to your AI client once. Your agent then handles the heavy lifting of scanning your catalog for missing stewardship info.

Ask AI about this page

Short answer

How can I use AI to audit my Alation governance metadata?

Your AI client pulls custom fields and object details from Alation to identify where stewardship data is missing or incorrect. You get a clear view of which assets fail your compliance checks.

Audit outcomes

Where your findings land.

The AI categorizes every metadata gap it finds into actionable groups.

MISSING

Incomplete fields

The AI finds tables where required custom fields are empty. You get a list of assets that need immediate data entry.

MISMATCH

Stewardship errors

The agent flags metadata that contradicts your governance rules. This highlights where existing data is wrong or outdated.

VALID

Compliant assets

The AI identifies objects that meet all your metadata requirements. This confirms which parts of your catalog are fully compliant.

HUMAN

Manual review

When the AI hits conflicting or ambiguous data, it flags it for you. You decide how to resolve these specific edge cases.

The workflow

What your AI does when the audit starts.

Your agent systematically crawls your Alation catalog to verify every required field.

  1. Identify fields

    The agent pulls a list of all custom governance fields available in your Alation instance.

    list_custom_fields

  2. Inventory assets

    The AI scans your catalog to find all tables that need to be checked.

    list_tables

  3. Extract metadata

    The agent reads the specific metadata for each table to check for completeness.

    get_object_metadata

  4. Verify compliance

    The AI compares the gathered metadata against your specific stewardship rules.

    get_object_metadata

Try it

Copy these to start.

Use these prompts to kick off your audit.

Starting points

Swap out the bracketed text for your actual Alation field or table names.

Alation Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_8VHGSbAhhvN5kGfdH8a7GkXgqXEw9UGUjyhVqE7B/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 — Alation capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "alation-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_8VHGSbAhhvN5kGfdH8a7GkXgqXEw9UGUjyhVqE7B/mcp"
    }
  }
}
Copy into chat04

  • Check all tables in Alation and tell me which ones are missing the [Data Owner] field.

  • List all custom fields currently used in my Alation catalog.

  • Audit the metadata for the [finance_ledger] table and flag any empty stewardship fields.

  • Find all tables where the [Sensitivity Level] field hasn't been populated.

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

Start here

Connect Alation once, then ask.

Link your Alation account once. Your credentials stay encrypted, and you can immediately start auditing your metadata with your agent.

Connect Alation to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my Alation metadata?

    No. The AI can only read and audit your metadata. It cannot write, edit, or delete any information in Alation.

  • 02

    Can I audit specific custom fields?

    Yes. You can tell your agent to look for specific custom fields by name.

  • 03

    Does the AI see all my Alation tables?

    Yes, the AI can see all tables in your catalog to ensure the audit is thorough.

  • 04

    Will the AI automatically fix missing fields?

    No. The AI identifies the gaps, but you must manually update the fields in Alation.

  • 05

    How does the AI know what is 'complete'?

    You define completeness by asking the AI to check for specific fields or values in your prompt.

  • More questions about Alation? See everything the Alation Connector can do

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