25 Clients. The Same Three Things Break Every Time.
A CEO asked what I expected to find in his assessment before we started. I named three things. He pushed back on all three. Six weeks later, all three were true. Across 25 active clients…
9 Questions to Ask an AI Vendor Before You Sign Anything
Last month I sat across from a CEO who’d just signed a $340,000 AI contract that was already failing. He didn’t miss the warning signs — he was never equipped to see them. After 20+…
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…
Agentic AI Is Here. Is Your Infrastructure Ready?
Agentic AI doesn’t just answer questions it books meetings, sends emails, updates records, and restarts failed systems at 3am without waiting for a human. It’s happening right now, and most organizations are completely unprepared for…