• STRUCTURE
  • HIERARCHY
  • CLEANUP
  • HUMAN

How to audit workspace and company data with your AI

Connect Assembly to your AI client once. From there, your agent handles the heavy lifting of mapping out your entire organizational hierarchy.

Ask AI about this page

Short answer

How can I audit my company and workspace structure with AI?

Your AI uses Assembly to pull a full list of companies and their associated workspaces. This creates a clear map of your organization so you can spot missing or orphaned data. You'll get a structured overview of your entire setup.

Audit outcomes

What you'll find

The AI identifies structural gaps and verifies your hierarchy.

STRUCTURE

Complete company map

The agent identifies every company in the system. You get a clean list of all legal entities you need to track.

HIERARCHY

Workspace verification

The AI checks which workspaces belong to which companies. This confirms your organizational nesting is correct.

CLEANUP

Identify data gaps

By comparing lists, your agent finds companies without workspaces or workspaces that don't match their parent company.

HUMAN

Manual review needed

The AI flags discrepancies for you. You decide which structural changes to actually implement in the system.

The workflow

What your AI does when the audit starts.

The AI moves through your hierarchy to build a complete picture of your data.

  1. Fetch company list

    The agent pulls a complete directory of all companies currently in your system.

    list_companies

  2. Inspect company details

    Your AI looks into specific company profiles to gather necessary metadata for the audit.

    get_company

  3. Map workspaces

    The agent scans for all workspaces tied to the identified companies.

    list_workspaces

  4. Verify workspace data

    The AI pulls specific workspace details to ensure the mapping is accurate.

    get_workspace

Try it

Copy these to start.

Use these prompts to trigger the audit immediately.

Starting points

These are just ways to kick things off. Swap out the company names for your actual data.

Assembly Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_wr0c7t4w2JgwO1d446P1HJLQreEjWkcLpqnWiLUW/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 — Assembly capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "assembly-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_wr0c7t4w2JgwO1d446P1HJLQreEjWkcLpqnWiLUW/mcp"
    }
  }
}
Copy into chat04

  • List all companies in my account and tell me how many workspaces each one has.

  • Check the company 'Acme Corp' and list every workspace associated with it.

  • Find any companies in my system that don't have any workspaces assigned.

  • Verify if the workspace 'Marketing Dept' actually belongs to 'Global Industries'.

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

Start here

Connect Assembly once, then ask.

Just link your account once. Your credentials stay encrypted, and you can start asking questions right away.

Connect Assembly to your AI

FAQ

How the audit behaves

  • 01

    Can the AI delete a workspace if it finds an error?

    No. The AI only reads and verifies data. You have to perform any deletions or changes yourself.

  • 02

    Does the AI need my login password?

    No. Vinkius handles the connection securely so you never have to hand your password to the AI.

  • 03

    Can I use this to create new companies?

    No. The current tools only allow the AI to list and get information about existing companies and workspaces.

  • 04

    How does the AI know if a workspace is missing?

    The AI compares the list of companies it finds against the list of workspaces it retrieves to spot the gaps.

  • 05

    Will this work in any AI client?

    Yes, it works in any MCP-compatible client like Claude, Cursor, or Windsurf.

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

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