6 Critical Readiness Areas
Data availability, process clarity, financial exposure, organizational readiness, infrastructure, and success criteria, the same areas that separate successful AI projects from stalled ones.
Self-Scoring Format
Simple checkboxes you can complete in 15 minutes, with clear guidance on what your result means.
Real Failure Patterns
Based on the most common reasons manufacturing AI projects stall, not generic AI theory.
Actionable Next Steps
Specific guidance for each outcome: where to start, what to fix first, and what "ready" actually looks like.
