Escaping the hype cycle (and the vendor noise). Your vendors want you to buy. Your peers want you to succeed. These are not the same thing.
I don’t say that to be cynical. Vendor relationships matter. Good vendors genuinely want to help you succeed because your success is their success. But their incentive structure is optimized for sales. The information they share is filtered through that lens. The case studies they present are their best outcomes, not their typical ones.
Here’s what’s interesting. Analysis of Gartner’s Hype Cycles since 2000 shows that few technologies actually travel through an identifiable hype cycle. Most of the important technologies adopted in the last 25 years weren’t identified early in their adoption curves. The model is useful as a mental framework, but it’s not predictive. And yet we treat analyst proclamations like prophecy.
Meanwhile, AI continues to dominate every technology conversation. The hype is relentless. But hype heavily outweighs actual adoption. We’re in the phase where every vendor is bolting “AI” onto their pitch deck regardless of whether it solves a real problem.
The pattern repeats: cloud was going to transform everything overnight. Then containers. Then serverless. Then blockchain. Then the metaverse. Now AI. Some of these delivered real value. Some didn’t. The hype didn’t predict which was which.
So where do you get signal instead of noise?
Peer groups. Vendor-free communities where technology leaders share real experiences, not polished case studies. Organizations like SIM, CIO Mastermind, or local technology leadership groups. Places where you can ask “Did this actually work for you?” and get an honest answer.
Training and certification. Frameworks like ITIL, COBIT, or cloud platform certifications build judgment that isn’t for sale. They give you a foundation for evaluating claims instead of just accepting them.
I’m not saying ignore vendors. I’m saying diversify your information sources. Audit your technology perspective. How much of what you believe about technology comes from people who are paid to influence your decisions? If that number is high, you’re vulnerable.
The solution isn’t skepticism for its own sake. It’s building a network of trusted perspectives that aren’t optimized to sell you something.