• CLEAN DATA
  • FLAGGED
  • SUMMARY
  • ACTION

How to process bulk content audits with your AI

Connect Keepcon to your AI client to move large datasets into an asynchronous processing loop. Your agent handles the heavy lifting of scanning and analyzing content in the background.

Ask AI about this page

Short answer

How can I run bulk content audits using my AI?

You upload your datasets through the connector and let your AI process them in batches. You'll get organized analysis results ready for review. This setup handles the heavy data lifting so you can focus on the findings.

Audit outcomes

Where your audit data lands.

The AI sorts the processed information into these specific outcomes.

CLEAN DATA

Structured analysis results

The AI pulls the processed data into a format you can actually use. You get clean, actionable insights instead of raw text.

FLAGGED

Items needing human review

Content that falls into gray areas or hits specific triggers is separated. You decide what stays or goes.

SUMMARY

High-level audit reports

The agent aggregates the batch findings into a bird's-eye view. This gives you the big picture without reading every line.

ACTION

Ready for implementation

Finalized data is prepared for your next step. You can move these results straight into your production workflow.

The workflow

What your AI does when the data arrives.

The AI manages the lifecycle of the audit from ingestion to final reporting.

  1. Ingest datasets

    The agent pulls your massive files of user-generated content into the processing queue.

    import_batch

  2. Analyze content

    Your AI client runs the actual audit logic against every item in the batch.

    import_batch

  3. Collect findings

    The agent gathers all the completed analysis and prepares the final output.

    export_results

  4. Confirm completion

    Once the batch is finished, the agent signals that the results are ready for you.

    acknowledge_results

Try it

Copy these to start.

Use these prompts to kick off your audit once Keepcon is connected.

Starting points

These are opening lines. Swap the bracketed text for your specific file names or channel names.

Keepcon Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_ghG8MoSw9hNGWQARPkVTWDTALw5fDoL7iD8Q6DqR/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 — Keepcon capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "keepcon-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ghG8MoSw9hNGWQARPkVTWDTALw5fDoL7iD8Q6DqR/mcp"
    }
  }
}
Copy into chat04

  • Import the latest batch of comments from the user_feedback_log sheet.

  • Run an audit on the recent batch of forum posts to find policy violations.

  • Export the results from the last content audit into a summary report.

  • Check the status of the batch processing for the community moderation task.

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

Start here

Connect Keepcon once, then ask.

Just follow the one-click setup to link your client. Your credentials stay encrypted and secure on our side.

Connect Keepcon to your AI

FAQ

How this task behaves.

  • 01

    Can the AI automatically delete content from my source files?

    No. The AI only reads and processes data. It cannot modify or delete your original source files.

  • 02

    Does the AI process everything in real-time?

    No. This is for asynchronous batch processing. The AI works through the data in the background.

  • 03

    Can I stop a batch mid-way through?

    The tools are designed for complete batch execution. You should verify the results after the process finishes.

  • 04

    Will the AI make final decisions on content moderation?

    No. The AI flags items for your review. You remain the final decision maker for all content actions.

  • 05

    How do I know when the audit is done?

    The agent uses the acknowledgment tool to let you know the batch processing is complete.

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

Connect Keepcon to Claude, Cursor, ChatGPT & more