ai-governance-assessment

Assess AI governance maturity across eight domains and persist results to SerenDB.

2|Updated Feb 25, 2026
One-click install
npx skills add https://github.com/terraleiloa/seren-skills --skill ai-governance-assessment-terraleiloa
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ai-governance-assessment
Source: https://github.com/terraleiloa/seren-skills/tree/main/benjamin-black-consulting/ai-governance-assessment
Command: npx skills add https://github.com/terraleiloa/seren-skills --skill ai-governance-assessment-terraleiloa

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps compliance and risk leaders evaluate how ready an organization is to govern AI systems across key domains tied to major governance and regulatory frameworks, then produces actionable remediation guidance.

Core Features & Use Cases

  • AI Governance Readiness Assessment: Scores maturity across 8 governance domains (1–5) to quantify current state versus desired target.
  • Framework Alignment & Gap Analysis: Maps readiness to NIST AI RMF, EU AI Act, ISO 42001, and OCC SR 11-7, identifying gaps with urgency-based prioritization (critical/high/medium/low).
  • SerenDB Persistence for Tracking: Persists assessment results, domain scores, gaps, risk register items, and roadmap items to enable historical tracking and remediation monitoring.

Quick Start

Use the skill when you want to assess AI governance maturity, for example by asking: "Assess our AI governance readiness against NIST AI RMF and EU AI Act, and save the results so we can track remediation over time."

Frequently Asked Questions about ai-governance-assessment

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I assess AI governance readiness against the EU AI Act and NIST AI RMF?

AI governance readiness assessment scores organizational maturity across 8 domains to identify gaps mapped to the EU AI Act and NIST AI RMF. It evaluates governance, risk, data, and model lifecycle practices to produce framework-aligned remediation priorities.

What is AI governance maturity scoring and how does it map to compliance frameworks?

AI governance maturity scoring rates readiness from 1 to 5 across 8 domains to compare current state versus target state. It aligns results with NIST AI RMF, EU AI Act, ISO 42001, and OCC SR 11-7 to highlight framework-specific compliance gaps.

How do I identify and prioritize AI governance gaps for remediation?

AI governance gap analysis identifies organizational weaknesses across 8 domains and prioritizes remediation by urgency levels like critical, high, medium, or low. This approach ensures the most pressing framework compliance gaps are addressed first.

Can I use SerenDB to persist and track AI governance assessment results over time?

Yes, AI governance readiness assessments can be persisted into SerenDB using SQL schema via MCP calls. This stores domain scores, gaps, risk register items, and roadmap items to enable historical tracking and remediation monitoring.

Does AI governance readiness assessment work for non-regulated environments?

AI governance readiness assessment applies to organizations deploying AI across both regulated and non-regulated environments. It evaluates governance, risk, transparency, fairness, security, and oversight domains regardless of regulatory requirements.