• AUDIT
  • ERRORS
  • SUCCESS
  • HUMAN

How to monitor document processing health with your AI

Connect DocSumo to your AI client to watch your document pipeline. Your agent handles the heavy lifting of auditing logs and spotting failures.

Ask AI about this page

Short answer

How can I track document extraction success and errors?

Your AI client uses DocSumo tools to audit pipeline health and list specific failed extractions. You'll get a clear view of what's working and what needs manual intervention.

Pipeline outcomes

Where your data lands.

The AI sorts your processing information into these specific categories.

AUDIT

Pipeline health reports

The AI runs a health audit to show you the current state of your document processing. You get a high-level view of success versus failure rates.

ERRORS

Failed extraction lists

Your agent pulls a list of every document that failed to parse. This tells you exactly which files hit a wall in the pipeline.

SUCCESS

Parsed document logs

The AI retrieves a list of all successfully parsed documents. Use this to confirm that your data is flowing as expected.

HUMAN

Manual triage needed

When the AI finds errors it can't fix, it flags them for you. You'll know exactly which documents require a human to step in and resolve issues.

The workflow

What your AI does when the data arrives.

The AI acts as a bridge between your DocSumo data and your chat interface.

  1. Assess pipeline status

    The AI checks the overall health of your document processing tasks to find patterns in errors.

    quick_idp_health_audit

  2. Identify failed files

    Your agent looks for specific documents that didn't process correctly so you can address them.

    list_failed_doc_extractions

  3. Verify successful runs

    The AI confirms which documents were parsed successfully to ensure the pipeline is moving.

    list_successfully_parsed_docs

  4. Summarize health trends

    The AI combines the audit and extraction data to give you a clear picture of your processing health.

    quick_idp_health_audit

Try it

Copy these to start.

Use these lines to kick off your first health check.

Starting points

These are basic prompts. Swap out the specific document types or timeframes to get more precise answers.

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

  • Run a health audit on my DocSumo pipeline to see how things are looking.

  • Show me a list of all the documents that failed extraction in DocSumo.

  • Which documents were successfully parsed in my latest DocSumo run?

  • Check my DocSumo health audit and tell me if the error rate is increasing.

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

Start here

Connect DocSumo once, then ask.

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

Connect DocSumo to your AI

FAQ

How this task behaves.

  • 01

    Can the AI fix a failed document extraction automatically?

    No. The AI can identify which documents failed, but you must manually resolve those errors in DocSumo.

  • 02

    Does the AI delete any documents from my DocSumo account?

    No. The AI only has permission to read data and perform audits. It cannot delete or modify your documents.

  • 03

    Can I ask for a summary of errors from yesterday?

    Yes. Once connected, you can ask your agent to filter the failed extractions by specific timeframes.

  • 04

    Will the AI notify me when a new error occurs?

    No. The AI doesn't push notifications. You have to ask it to check the health or list failures to see new errors.

  • 05

    Can the AI change my DocSumo settings?

    No. The tools provided are strictly for reading health data and listing document statuses.

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

Connect DocSumo to Claude, Cursor, ChatGPT & more