We've been here before.
In the early 2000s, companies faced digital transformation. The ones that moved early built durable advantages. The ones that waited spent years catching up. Many are still catching up today, two decades later.
Then came the low-code wave. Tools like Salesforce, Airtable, and Zapier promised to democratize software. Companies scrambled to adopt them, hired consultants to configure them, and trained teams to use them. Some succeeded. Many bolted on new tools without changing how they actually worked.
Now AI is creating a third wave. And the pattern is the same.
New technology arrives. Early adopters gain leverage. The majority waits for clarity. By the time the majority moves, the gap is already wide. The difference this time is speed. AI is compressing timelines that used to take years into months.
Digital transformation was about moving from analog to digital. Low-code was about making digital accessible to non-engineers. AI transformation is about something deeper: rethinking how work gets done at every level of the organization.
This isn't about adding a chatbot to your website. It's about fundamentally changing how your teams operate. How they make decisions, how they build, how they communicate, how they prioritize. AI-native companies don't just use AI tools. They think differently about what's possible and staff accordingly.
Most companies today are where they were in 2005 with digital. They know AI matters. They've seen the demos. A few people on the team are experimenting. But the organization hasn't changed. The processes haven't changed. The expectations haven't changed.
The companies that will lead the next decade are the ones that treat AI transformation the way the best companies treated digital transformation: as a fundamental shift in how they operate, not a feature to bolt on.
This means consultation, training, and new processes. It means helping teams understand what AI tools can actually do, where they fall short, and how to build workflows that take advantage of both. It means rethinking roles, rethinking output expectations, and rethinking what a small team can accomplish.
The opportunity for consultancies and builders is enormous. Just as digital transformation created an entire industry of agencies, consultants, and integrators, AI transformation will do the same. Every company can benefit from help moving faster and becoming AI-native. That includes solo operators using AI to multiply their own abilities, small teams looking for an edge, mid-market organizations with established processes, and the largest enterprises with real revenue to protect.
They don't need hype. They need a clear path from where they are to where they need to be.
At Cave Works, we see this firsthand. The demand isn't for AI products. It's for AI fluency: teams that understand the tools, leaders that understand the tradeoffs, and organizations that have a plan to become AI-native without breaking what already works.
The wave is here. The question is whether you ride it or spend the next decade catching up.
Ben Snyder Founder, Cave Works