Ksb D12 K0050

---
name: ksb-d12-k0050
title: 'KSB-D12-K0050: AI System Inspection Preparedness'
description: 'AI System Inspection Preparedness: Understanding of regulatory inspection considerations for AI systems including documentation require...'
author: nexvigilant
author_url: https://github.com/nexvigilant/.true/tree/main/knowledge/pv-ksb/ksb-d12-k0050-ai-system-inspection-preparedness
license: MIT
version: 0.1.0
execution_mode: open
jurisdiction: general
practice: regulatory
language: en
---

# KSB-D12-K0050: AI System Inspection Preparedness

## Overview
**Domain:** D12 - Industry & Regulatory
**Type:** Knowledge
**Proficiency Level:** L4 (Proficient - Independent practice)
**Bloom Level:** Analyze

## Description
Understanding of regulatory inspection considerations for AI systems including documentation requirements, algorithm explainability demonstrations, validation evidence presentation, and AI-specific inspection response protocols.

## Context
- **Major Section:** AI Regulatory Intelligence
- **Section:** AI Inspection Readiness

## EPA Mapping
- EPA-06:3013-3015
- EPA-09:3020-3022
- EPA-16:3035-3036

## CPA Pathway
- CPA-04

## Regulatory References
- General PV competency

## Instructions

When this skill is activated, Claude should:

1. **Demonstrate L4 proficiency** in ai system inspection preparedness
2. **Apply analyze level** cognitive skills to analyze the topic
3. **Reference** relevant regulatory guidance (general PV standards)
4. **Connect** to related EPAs: EPA-06, EPA-09, EPA-16

### Key Competencies
- Understanding of regulatory inspection considerations for AI systems including documentation requirements, algorithm explainability demonstrations, validation evidence presentation, and AI-specific inspection response protocols.

### Assessment Criteria
- Can analyze core concepts independently
- Demonstrates understanding of regulatory context
- Applies knowledge appropriately to PV scenarios

## Related Skills
- Other D12 skills in AI Inspection Readiness
- Cross-domain integrations per DAG architecture

---
*Generated from PV KSB Framework v1.0 | 2025-12-31*