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+…
AI Strategy
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…
The $2.4 Million AI Mistake: What Most Companies Get Wrong Before They Even Start
A manufacturing CEO spent $2.4 million on an AI initiative that completely failed. Six months of work, nothing worked, back to manual processes. The problem? They skipped the infrastructure assessment everyone said was “boring.” This…
How AI Helped a Manufacturing Company Reduce Costs by 35%
How AI Helped a Manufacturing Company Reduce Costs by 35%
In 2025, a mid-sized manufacturing company facing rising operational expenses and razor-thin margins turned to artificial intelligence to regain control of its costs. Within twelve…
Why Every Business needs an AI Strategy in 2026
Why Every Business Needs an AI Strategy in 2026
Artificial intelligence is no longer a future consideration; it’s an immediate business imperative. In 2026, companies without a clear AI strategy aren’t just missing an opportunity…