business-ai-governance-mesh

Enterprise-Grade AI Governance & Risk Management

The Business AI Governance Mesh is a professional-grade skill designed for developers, architects, and compliance officers who need to implement structured oversight for AI agents and tools. It moves beyond simple prompting by enforcing a strict, artifact-gated workflow that ensures every AI action is policy-compliant and audit-ready.

What it does

This skill coordinates five critical governance modules—Policy, Risk, Approval, Audit, and Vendor Review—into a unified Mesh workflow. It transforms vague AI experiments into governed business processes by producing standardized artifacts like risk scores and data exposure maps.

• AI Use Policy: Defines allowed, restricted, and prohibited behaviors for your team.
• Agent Risk Assessment: Evaluates task safety, data sensitivity, and operational impact.
• Human-in-the-loop Gates: Automatically identifies when a human must intervene before an agent proceeds.
• Vendor Review: Assesses the risk of third-party APIs, LLM providers, and SaaS plugins.
• Audit Trails: Generates evidence-backed logs of every decision and approval for management review.

Why use this skill?

Standard LLM prompts often ignore context or fail to flag high-risk data exposures. This skill uses a "fail-closed" logic: if context is missing or risk is high, it blocks the action until requirements are met. It provides a formal verification report to prove that all governance gates have been cleared, making it ideal for regulated industries or internal security reviews.