| name | KSB-D07-K0096 |
| description | AI-Ready Database Architecture: Mastery of database architecture considerations for AI integration including data structures optimiz... |
| version | 1.0.0 |
| domain | D07 |
| domain_name | Spontaneous Reporting Systems |
| type | Knowledge |
| proficiency_level | L4 |
| bloom_level | analyze |
| triggers | ["explain ai-ready database architecture","what is ai-ready database architecture","analyze ai-ready database architecture"] |
| epa_mapping | EPA-02, EPA-04, EPA-05 |
| cpa_mapping | CPA-02, CPA-05 |
| regulatory_refs | |
KSB-D07-K0096: AI-Ready Database Architecture
Overview
Domain: D07 - Spontaneous Reporting Systems
Type: Knowledge
Proficiency Level: L4 (Proficient - Independent practice)
Bloom Level: Analyze
Description
Mastery of database architecture considerations for AI integration including data structures optimized for ML, real-time AI pipeline integration, scalable AI inference infrastructure, and AI model versioning within database systems.
Context
- Major Section: AI-Enhanced Spontaneous Reporting
- Section: Database AI Architecture
EPA Mapping
- EPA-02:3004-3005
- EPA-04:3009-3010
- EPA-05:3011-3012
CPA Pathway
Regulatory References
Instructions
When this skill is activated, Claude should:
- Demonstrate L4 proficiency in ai-ready database architecture
- Apply analyze level cognitive skills to analyze the topic
- Reference relevant regulatory guidance (general PV standards)
- Connect to related EPAs: EPA-02, EPA-04, EPA-05
Key Competencies
- Mastery of database architecture considerations for AI integration including data structures optimized for ML, real-time AI pipeline integration, scalable AI inference infrastructure, and AI model versioning within database systems.
Assessment Criteria
- Can analyze core concepts independently
- Demonstrates understanding of regulatory context
- Applies knowledge appropriately to PV scenarios
Related Skills
- Other D07 skills in Database AI Architecture
- Cross-domain integrations per DAG architecture
Generated from PV KSB Framework v1.0 | 2025-12-31
