Checklist
AI-Ready Product Data Checklist
AI can accelerate product data work, but only if the foundation is ready.
AI can help classify, enrich, transform, summarize, and structure product data. But if the underlying data is inconsistent, incomplete, or poorly governed, AI can accelerate the mess instead of fixing it.
Section 1
Data Quality Readiness
Section 2
Taxonomy and Classification Readiness
Section 3
AI Enrichment Readiness
Section 4
Governance and Control
Section 5
Business Use Case Readiness
0 to 8 checked
High Risk
9 to 16 checked
Needs Preparation
17 to 24 checked
AI-Ready Foundation
25 plus checked
Advanced Candidate
Section 7
What to Fix Before AI
Plan the work that gets your data ready for AI assistance.
| Gap identified | Why it matters | Owner | Priority | Next step |
|---|---|---|---|---|