Skip to main content

AI Suggestions

Get intelligent recommendations for mappings and content.

Types of Suggestions​

Control-to-Requirement Mapping​

AI suggests which controls satisfy which requirements.

Document-to-Control Mapping​

AI suggests which documents serve as evidence for controls.

Risk Treatment​

AI suggests controls to mitigate identified risks.

Getting Suggestions​

From Requirements​

  1. Open a requirement
  2. Click Map Controls
  3. Click AI Suggestions
  4. Review suggested controls with confidence scores
  5. Accept or reject each suggestion

From Controls​

  1. Open a control
  2. Click Map Requirements or Map Documents
  3. Click AI Suggestions
  4. Review and accept suggestions

From Documents​

  1. Open a document
  2. Click Map Controls
  3. Click AI Suggestions
  4. Review suggested controls

Understanding Suggestions​

Confidence Scores​

Each suggestion includes a confidence score:

ScoreMeaning
90-100%Very high confidence
70-89%High confidence
50-69%Medium confidence
Below 50%Low confidence

Reasoning​

AI provides reasoning for each suggestion:

  • Text similarity analysis
  • Existing mapping patterns
  • Industry best practices

Working with Suggestions​

Accept​

Click Accept to create the mapping.

Reject​

Click Reject to dismiss the suggestion.

Modify​

Accept the suggestion, then modify the mapping as needed.

Bulk Accept​

Select multiple suggestions and accept them all at once.

Suggestion Quality​

AI suggestions improve when:

  • You have more existing mappings (AI learns patterns)
  • Descriptions are detailed and clear
  • You provide feedback by accepting/rejecting

Best Practices​

  1. Review before accepting — AI isn't perfect
  2. Check confidence scores — Higher is better
  3. Read the reasoning — Understand why AI suggested it
  4. Provide feedback — Accept/reject helps improve suggestions
  5. Start with high confidence — Accept obvious matches first

Next Steps​