> For the complete documentation index, see [llms.txt](https://docs.sprinto.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.sprinto.com/sprinto-ai/ai-playground/sprinto-defined-ai-actions.md).

# Sprinto-defined AI Actions

In **AI Playground**, you'll discover Sprinto-defined AI Actions for automating complex security and compliance tasks. The table below summarizes each action's purpose and its practical uses, helping to streamline workflows. These AI-driven functions reduce manual workload, enhance accuracy, and accelerate decision-making, enabling teams to concentrate on more valuable work instead of repetitive tasks.

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<table><thead><tr><th width="167.5546875">Action name</th><th width="121.72265625">Entity type</th><th width="209.2890625">Action description</th><th>How you can use it</th></tr></thead><tbody><tr><td>Suggest risk score attributes</td><td>Org Risk Item</td><td>Assists in scoring risk attributes based on context and scales.</td><td>Quickly identify and apply the right scoring factors for consistent, data-driven risk evaluations.</td></tr><tr><td>Risk approver analyst</td><td>Org Risk Item</td><td>Validates the completeness and accuracy of submitted risk records for approval.</td><td>Save time by ensuring risk records are audit-ready and error-free before final approval.</td></tr><tr><td>Risk Summary Generator</td><td>Org Risk Item</td><td>Prepare detailed risk summaries for board reporting based on provided risk records.</td><td>Generate polished, executive-level summaries for board or leadership meetings with minimal manual effort.</td></tr><tr><td>Pentest Remediation Guidance</td><td>Pentest</td><td>Analyze a Pentest report and document remediation guidance for identified vulnerabilities.</td><td>Turn complex pentest findings into actionable remediation steps to speed up vulnerability closure.</td></tr><tr><td>Pentest Report Analysis</td><td>Pentest</td><td>Provides a strategic summary of vulnerabilities and highlights recurring patterns from a penetration test report.</td><td>Spot systemic issues and prioritize fixes by understanding recurring weaknesses.</td></tr><tr><td>Recurring vulnerability pattern generator</td><td>Pentest</td><td>Provides a strategic summary of vulnerabilities and highlights recurring patterns or systemic weaknesses.</td><td>Detect long-term trends to improve security controls and prevent repeat issues.</td></tr><tr><td>Risk Identification from Pentest Report</td><td>Pentest</td><td>Extract strategic risks from a penetration test report and open vulnerabilities for tracking at the strategic risk level.</td><td>Elevate technical findings to strategic risks so leadership can act on high-impact threats.</td></tr><tr><td>Pentest Executive Summary</td><td>Pentest</td><td>Creates a concise, non-technical executive summary from a penetration test report for leadership review.</td><td>Communicate key results to executives without overwhelming them with technical jargon.</td></tr><tr><td>Policy approval assistant</td><td>Policy</td><td>Provides structured insights into policy updates to accelerate approvals.</td><td>Speed up policy review cycles by highlighting key changes and required sign-offs.</td></tr><tr><td>Policy Improvement Suggestions</td><td>Policy</td><td>Analyzes policy documents to provide clarity, enforceability, and audit-readiness suggestions.</td><td>Strengthen policies with actionable edits that improve compliance and readability.</td></tr><tr><td>Process Analysis and Extraction</td><td>Policy</td><td>Identifies and outlines key processes from policy documents.</td><td>Quickly pull out step-by-step processes for training, SOPs, or audits.</td></tr><tr><td>Policy Summary Generator</td><td>Policy</td><td>Summarizes policy documents into core elements for quick understanding by stakeholders.</td><td>Share concise policy overviews with staff or auditors without sending lengthy documents.</td></tr><tr><td>Security Questionnaire Gap Analyzer</td><td>Vendor</td><td>Analyze vendor security questionnaires for gaps and recommend follow-ups.</td><td>Identify missing answers or weak spots to streamline vendor risk assessments.</td></tr><tr><td>Vulnerability Remediation Planner</td><td>Vulnerability</td><td>Produces actionable remediation plans for identified vulnerability based on provided metadata.</td><td>Get a clear, prioritized plan to remediate vulnerabilities efficiently.</td></tr><tr><td>Staff Compliance Validation</td><td>User</td><td>Validates staff-level compliance readiness based on metadata and documents.</td><td>Instantly confirm if staff meet compliance requirements before audits or certifications.</td></tr><tr><td>Incident Summary Generation</td><td>Incident</td><td>Generates structured executive summaries for incidents, highlighting business risk, compliance exposure, and next steps.</td><td>Provide leadership with a clear picture of incident impact and next actions within minutes.</td></tr><tr><td>Incident Remediation Recommendations</td><td>Incident</td><td>Analyze incident metadata to provide a summary and specific remediation actions.</td><td>Accelerate incident response with ready-to-implement remediation steps and risk insights.</td></tr></tbody></table>


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