Stop layering AI on top of a broken foundation
- May 16
- 1 min read

INC. — Organizations are moving into AI, especially generative AI, faster than they are preparing for it. There’s strong pressure from boards and executive teams to adopt AI, and in response, companies invest in tools, pilots, and use cases.
But those efforts often stall because the underlying capabilities aren’t in place. Data isn’t trusted or accessible, governance is unclear, and teams aren’t aligned around how AI should be used. Those are the factors that ultimately determine whether AI delivers real value or stalls.
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