7 Questions to Answer Before You Start Shopping for AI
Before you sit through a single AI vendor demo, answer these 7 questions. A field-tested readiness checklist from 20+ years of enterprise AI work.
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Infrastructure First
From Manual Chaos to AI-Powered Operations: A Manufacturing Transformation Story
Six months into the project, a senior stakeholder asked the question that kills more AI initiatives than anything else: “Can’t we just skip ahead to the good stuff?” Here’s what happened when this manufacturing client…
The Silent Killer of AI Projects: Why Infrastructure Fails Before AI Does
After 20 years leading enterprise technology at IBM and Kyndryl, I’ve seen the same pattern destroy AI initiatives at Fortune 100 companies and small businesses alike. The AI model works. The infrastructure underneath it doesn’t.…
You Don’t Have an AI Problem. You Have a Data Problem.
Most AI projects don’t fail because of the technology. They fail because of what the technology is running on. Duplicate records, disconnected systems, inconsistent data that means different things to different people. AI doesn’t fix…