Domain 3 — AI Knowledge & Model Management
1
AI Knowledge Base (Vector Database)
Deploy vector databases enabling AI to retrieve and reason over company documents, knowledge, and policies.
2
Prompt Governance & Prompt Library
Maintain standardized, approved prompts for departments to ensure consistent AI performance.
3
Model Strategy & Model Selection
Define which LLMs and models are approved, when to use them, and how they align with cost, privacy, and performance requirements.
4
Model Registry & Model Catalog
Maintain a central catalog of models with versioning, documentation, and approved usage policies.
5
AI Lifecycle Management (LLMOps / MLOps)
Implement processes for model development, testing, deployment, monitoring, retraining, and retirement.
