Overview

Operational how-to guides for each AI data readiness discipline. These go beyond the framework into the actual work — methodology, tooling with descriptions and links, and step-by-step implementation.

Guide	Status
Data Audits & Automated Quality Governance	Complete
Master Data Management (MDM)	Complete
Data Contracts	Complete
Synthetic Data Generation	Complete
Data Labeling & Annotation Programs	Complete
Data Mesh Governance in Practice	Complete
Historical Data Debt — Pre-AI vs. Post-AI Remediation	Complete