White Paper · 18 min read · April 2026
The 2026 Enterprise Data Readiness Report
By Thinklytics Research, Analytics & AI Practice
Based on patterns across 47 enterprise engagements, this report identifies the five data-layer failures that prevent AI from reaching production and the architectural decisions that separate organizations that ship from those that pilot forever.
Topics covered
- AI readiness benchmarks
- Data foundation gaps
- Governance blockers
- The $4M pilot trap