AI Drafting Assistant and Review Tools

Pentographer integrates Claude to assist security teams with content creation, draft review, and playbook generation. These features help accelerate reporting without sacrificing technical depth. For information on configuring Anthropic credentials and key security, see the AI Key Management guide.

Finding Drafting and Review

You can access AI writing tools directly inside the findings editor.

Drafting a Finding

To draft a finding using raw notes:

1. Open the target finding.
2. Click Draft with AI in the AI Tools panel.
3. Input optional instructions (such as target environment details or specific protocols).
4. Click Generate.
5. The system streams the generated content into both the description and remediation fields, and automatically saves a new version of the finding.

Reviewing a Finding

To verify the quality and tone of your write-up:

1. Open your finding.
2. Click Review with AI.
3. An inline AI Review panel appears in the AI Tools section.
4. The panel displays structured feedback, highlighting gaps in description, evidence context, or remediation steps.
5. Click Dismiss to close the feedback panel.

Executive Summary Drafting and Review

The report editor includes similar streaming draft and review capabilities for the executive summary.

Drafting the Summary

Click the AI Draft button inside the executive summary editor. Claude analyzes the project metadata, customer details, and the list of findings (including their respective severity levels). The system streams a structured executive summary directly into the text editor, highlighting critical risk trends.

Reviewing the Summary

Click the AI Review button below the executive summary editor. The system displays an inline review box detailing suggestions for improving the summary, such as recommendations for tone adjustments or missing scope details.

AI-Assisted Playbook Generation

You can use the AI generator to build standard testing checklists quickly.

To generate playbook categories and items:

1. Open a playbook draft.
2. Click AI Generate.
3. Enter optional instructions to guide the framework generation (such as focusing on GraphQL or mobile security).
4. Click Generate.
5. The system automatically creates a draft update containing new categories (such as "Authorization Testing") and populates test items (such as IDOR or Privilege Escalation) with description and remediation templates.
6. The editor displays a changes badge (such as 4 changes) showing the new structure.

[!NOTE] All AI draft actions save your modifications as drafts or new versions. You can review the changes and restore previous configurations using the built-in version history tools if needed.