3 Key Questions Every Innovation Leader Should Ask Before Deploying AI

90% of critical knowledge lives in people's heads, not databases. These AI adoption questions reveal what you need before deploying AI.

Article Takeaways

• 90% of critical organizational knowledge lives in people's heads, not databases AI can access.
• Innovation breakthroughs require connecting insights across roles that don't normally collaborate.
• You need both vertical AI analysis and horizontal collaboration infrastructure — not one or the other.
• AI structures the noise while humans provide the meaning, but that partnership requires the right platform.
• Before deploying AI for innovation, ask: Have we created the system where AI and human expertise work together?

Product quality is drifting across your facilities. Three different regions are reporting variations in the same process. Customer complaints are clustering around issues that shouldn't exist with your current specifications.