ProcedureReady to Usev1.0
Configuration Management Procedure
Procedure for managing AI system configurations including model parameters, hyperparameters, and version control.
25 min
Read Time
Intermediate
Level
Topics:Configuration managementVersion controlModel lineageBaseline management
PROC-AI-CONF-001
AI Configuration Management Procedure
STD-AI-005: AI Logging and Record Keeping Standard, STD-AI-009: Quality Management Standard
Controls Covered
LOG-004LOG-005QMS-004
Effective Date
[To be filled]
Next Review
[To be filled]
Purpose & Scope
Purpose
This procedure establishes requirements for managing AI system configurations, including model parameters, hyperparameters, thresholds, feature settings, and infrastructure configurations. It ensures traceability, reproducibility, and controlled changes to AI system configurations.
Applies To
- AI model configurations (architecture, parameters, hyperparameters)
- Training configurations (learning rate, batch size, epochs)
- Inference configurations (thresholds, confidence levels)
- Feature engineering configurations
- Infrastructure and deployment configurations
- Integration configurations
6
Procedure Steps