AI Agent Response → Content Review → Auto-Redaction → Approval Workflow
Review and sanitize AI agent responses in real-time before they're posted publicly, automatically redacting sensitive information and routing for human approval when needed.
Workflow Steps
Make (formerly Integromat)
Capture AI agent responses
Set up a webhook in Make that intercepts AI agent responses before they're published. This works with internal AI tools, chatbots, or automated response systems.
OpenAI GPT-4
Scan for sensitive information
Send the AI response to GPT-4 with a specialized prompt to identify PII, internal data, credentials, or other sensitive content. Configure it to return both a risk assessment and specific flagged content.
Make (formerly Integromat)
Auto-redact flagged content
Use Make's text processing functions to automatically redact or replace sensitive information identified by GPT-4. Create rules for different types of sensitive data (replace emails with [EMAIL], phone numbers with [PHONE], etc.).
Microsoft Teams
Route for human approval
For high-risk responses, automatically create an approval request in Microsoft Teams with the original and redacted versions side-by-side. Include context about why it was flagged.
Make (formerly Integromat)
Publish approved responses
Once approved (or if low-risk), automatically publish the sanitized response to the original platform. Log all decisions in a compliance database for audit purposes.
Workflow Flow
Step 1
Make (formerly Integromat)
Capture AI agent responses
Step 2
OpenAI GPT-4
Scan for sensitive information
Step 3
Make (formerly Integromat)
Auto-redact flagged content
Step 4
Microsoft Teams
Route for human approval
Step 5
Make (formerly Integromat)
Publish approved responses
Why This Works
Creates a comprehensive safety net by combining AI-powered content analysis with human oversight, ensuring AI agents never accidentally expose sensitive data while maintaining response speed.
Best For
Organizations using AI agents for public-facing content who need automated content safety and compliance review
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