• ACCOUNTS
  • INQUIRIES
  • REPORTS
  • HUMAN

How to redact sensitive user data with your AI

Connect Persona to your AI client once. After that, your agent handles the heavy lifting of scrubbing PII from your records.

Ask AI about this page

Short answer

How can I redact PII using my AI?

You tell your agent to find and remove sensitive details from specific records. It uses specialized tools to clean accounts, inquiries, and reports. You get sanitized data ready for safe handling.

Where data lands.

The results of your redaction.

The AI processes your requests and updates these specific areas.

ACCOUNTS

Cleaned user profiles

The agent strips PII from account records. You get updated profiles without the sensitive identifiers.

INQUIRIES

Sanitized customer requests

Customer inquiries are scrubbed of private details. This makes them safe for broader review.

REPORTS

Compliant data exports

The agent removes sensitive info from reports. You receive documents that meet privacy standards.

HUMAN

Manual review needed

If the AI finds ambiguous data, it flags it for you. You decide if the redaction is sufficient.

The workflow

What your AI does when the data arrives.

Your agent acts as a privacy filter between your raw data and your final output.

  1. Scrub account details

    The agent identifies and removes PII from user account files.

    redact_account

  2. Clean up inquiries

    It scans incoming customer inquiries to strip out private information.

    redact_inquiry

  3. Sanitize reports

    The AI processes full reports to ensure no sensitive data leaks through.

    redact_report

  4. Verify identity data

    It handles the redaction of sensitive verification documents.

    redact_verification

Try it

Copy these to start.

Use these prompts to trigger the redaction process immediately.

Starting points

Swap the bracketed text for your actual file names or IDs.

Persona Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_lD12xaWU4bxLGxBgSYb5dcwWo0tufM6ky9ZiEIGU/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 — Persona capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "persona-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_lD12xaWU4bxLGxBgSYb5dcwWo0tufM6ky9ZiEIGU/mcp"
    }
  }
}
Copy into chat04

  • Redact all PII from the user account [Account ID].

  • Clean up the sensitive info in this inquiry: [Inquiry ID].

  • Remove all personally identifiable information from [Report Name].

  • Redact the verification details in this document: [Verification ID].

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

Start here

Connect Persona once, then ask.

One click connects the MCP to your client. Your login credentials stay encrypted and secure on our end.

Connect Persona to your AI

FAQ

How this task behaves.

  • 01

    Can the AI delete the original data?

    No. The AI only redacts the information within the specific records you target.

  • 02

    Does the AI decide what is sensitive on its own?

    The AI follows your instructions, but it uses its own logic to identify PII during the redaction process.

  • 03

    Can I redact data from a spreadsheet?

    No. This Connector is limited to accounts, inquiries, reports, and verifications.

  • 04

    Will the AI change the actual account settings?

    No. It only modifies the data content to remove sensitive identifiers.

  • 05

    What happens if the AI is unsure about a piece of data?

    The AI will flag the item for you to review manually.

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

Connect Persona to Claude, Cursor, ChatGPT & more