• REVIEW
  • SEARCH
  • RECENT
  • STATUS

How to audit document extraction results with your AI

Connect DocSumo to your agent to pull extraction data and flag errors. You'll spend less time hunting for files and more time fixing the ones that actually matter.

Ask AI about this page

Short answer

How can I audit my document extraction results?

Your AI can pull the latest extraction data and identify exactly which files have low confidence scores. It also lets you search for specific documents by name to check their status. You'll get a clear list of what's ready and what needs a human to step in.

Audit outcomes

Where your audit data lands.

The AI organizes your extraction tasks into these specific categories.

REVIEW

Low confidence files

The AI identifies documents where the extraction score was too low. These are sent to you for manual verification.

SEARCH

Specific file lookups

If you need to check a single document, the AI finds it immediately. You get the exact extraction status for that file.

RECENT

Latest extraction runs

The AI pulls the most recent batch of results. This lets you see what just finished processing.

STATUS

Processing overview

Get a high-level view of which documents are still being processed and which are finished. This keeps your pipeline visible.

The workflow

What your AI does when extraction finishes.

The AI handles the heavy lifting of scanning through your DocSumo data so you don't have to.

  1. Fetch recent data

    The AI pulls the most recent extraction results to see what has changed in your pipeline.

    list_latest_extraction_results

  2. Identify errors

    The agent scans for any documents that failed to meet your confidence threshold. These are flagged for your review.

    list_documents_awaiting_review

  3. Locate specific files

    When you need to verify a specific record, the AI searches your DocSumo library by the filename you provide.

    search_documents_by_filename

  4. Report findings

    The AI summarizes the results, telling you which files are safe and which ones you need to open and fix.

    list_latest_extraction_results

Try it

Copy these to start.

Use these prompts to trigger the DocSumo tools.

Starting points

Swap out the bracketed text with your actual file names or specific dates.

DocSumo Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_DarJaMV6QupFu1Axj4v77AXHtRZpXKyo2RrpnsLx/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 — DocSumo capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "docsumo-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_DarJaMV6QupFu1Axj4v77AXHtRZpXKyo2RrpnsLx/mcp"
    }
  }
}
Copy into chat04

  • Show me the latest extraction results from DocSumo.

  • Find the extraction status for the file named 'invoice_9921.pdf'.

  • List all documents that are currently awaiting human review.

  • Check the most recent extraction results and tell me which ones need my attention.

  • Claude
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  • Cursor
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  • JetBrains
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Start here

Connect DocSumo once, then ask.

Just link your DocSumo account to Vinkius. Your credentials stay encrypted, and you can immediately start asking your agent about your documents.

Connect DocSumo to your AI

FAQ

How the audit task behaves.

  • 01

    Can the AI fix the extraction errors for me?

    No. The AI can only identify which documents have low confidence. You must manually review and correct the data in DocSumo.

  • 02

    Can the AI delete documents from my DocSumo account?

    No. The tools only allow the AI to search, list, and read extraction results. It cannot delete or modify your files.

  • 03

    How does the AI know which files need review?

    It uses the list of documents flagged as awaiting review in your DocSumo account.

  • 04

    Can I search for documents using text inside the file?

    No. The current capability is limited to searching by the filename.

  • 05

    Does the AI see my login password?

    No. Vinkius manages the connection securely so your agent can access the data without seeing your raw credentials.

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

Connect DocSumo to Claude, Cursor, ChatGPT & more