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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+ years in enterprise transformation and 25 active AI consulting clients, I’ve watched the same vendor patterns play out again and again. Here are the nine questions I’d ask if I were sitting in your seat — the ones that, when a vendor can’t answer them clearly, tell you to walk away.

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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 said no, stayed the course on the hard infrastructure work nobody puts on a press release, and walked away with 38% faster incident detection, $2M+ in savings, and a team finally free to do the work they were hired for.

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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 any of that, It amplifies it. Here are the four data problems hiding in almost every business, five questions to know if you have them, and where to start before your next AI investment goes sideways.

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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 it. The competitive gap won’t open gradually. It will be sudden. Here are the 5 infrastructure requirements companies don’t have, why this wave is different from every tech shift before it, and what you need to do starting today.

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