// signals
Every few years, a new technology shows up promising to change everything. I’ve watched this happen twice before AI, and the pattern is always the same: the technology gets the headline, and the method that actually does the work gets ignored.
The first era
Twenty years ago, I was building content management, content distribution, and web-based multimedia systems. The technology was new. The problem underneath it wasn’t: how do you get the right information to the right person, in a system that other people and processes actually adopt?
The second era
Ten years ago, I brought that same question into hospitality: gamification, CRM, shift-management systems. Different industry, different stack, same underlying problem: systems, people, and process, engineered to work together instead of bolted on after the fact.
The third era
Today it’s AI. Not because AI is the point, but because AI is the biggest increase in leverage the method has ever had access to. The synergy thesis doesn’t change: growth comes from finding the random synergies between systems, people, and process. The technology is the variable. That’s why I’m not “an AI studio” chasing a trend. I’m an operator who’s watched this pattern play out twice already, now applying it a third time.
The takeaway
If you’re evaluating whether to work with an AI-first studio or a company with a proven method currently applied to AI, ask what happens when the next technology shows up. One of those answers changes. The other doesn’t.