6 Go-to-Market Lessons from an AI Pioneer Growing 270% Year-Over-Year

When your market evolves every six months, traditional go-to-market playbooks become obsolete quickly. In a recent episode of Category Visionaries, Dave Copps, founder of industrial AI company Worlds, shared how rapid market changes are reshaping their strategy: “The idea changes every six months, I shouldn’t say changes, but it evolves pretty radically every six months right now.”

Here are six critical go-to-market lessons from Worlds’ journey of building and scaling in the fast-moving industrial AI space:

1. Create a Market of One Instead of competing in crowded categories, Dave advocates for creating an entirely new market position through both product and business model innovation. “Build a product that’s unique in the market,” Dave explains. “We saw out in the market were a bunch of point solutions… We thought, hey, what can we do that’s different?”

This approach extended to their pricing strategy: “Everybody else charges for data. We said, how do we do that? Well, we move all the data compute to our customers’ cloud… So we created a flat fee pricing model.” By innovating on both product and business model, Worlds created a unique market position that competitors struggle to replicate.

2. Embrace Strategic Evolution Rather than rigidly sticking to initial plans, Worlds has thrived by allowing their vision to expand through what Dave calls “brilliant scope creep.” This evolution isn’t random – it’s driven by deeper customer needs they discover along the way. As Dave explains: “We keep getting this wonderful scope creep… We’ll solve all the problems of computer vision in the early days. But then it’s like, hey, well, we don’t know where things are happening. So why don’t we create live digital twins?”
3. Focus Where Market Forces Align Worlds’ growth has been accelerated by powerful market tailwinds. Dave notes there are “15.5 million more jobs than there are people to fill them,” creating urgent demand for automation solutions. He adds: “Building automation into your real world processes… It’s no longer a nice to have, it’s a mandate. You have to, or you won’t survive.”
4. Start Narrow, Then Expand Despite having technology with broad applications, Worlds maintains strategic focus. Dave explains: “Because we’re 50 people, we can’t focus on everything, but focus generally in the center of supply chain.” This focused approach has enabled them to build deep expertise in specific use cases before expanding.
5. Scale Through Strategic Partnerships To capture massive market opportunity without losing focus, Worlds is leveraging strategic partnerships. Dave reveals: “We’re starting to have conversations with some of the largest sis in the world… I think these large systems integrators right now, they’re looking for something like this or looking for platforms that they can build a business around.”
6. Build for Future Market States Rather than just solving today’s problems, Worlds positions for where the market is heading. Dave envisions a future where “you can literally just start to have a conversation with your environment… having a conversation with the technology, the machines, about your environment, you know, and being able to build AI’s with your voice.”

This forward-looking approach has helped them stay ahead of market evolution. As Dave notes: “The world is changing right now, and the physical world and the digital world are collapsing together.”

For founders navigating their own go-to-market journeys, Worlds’ experience demonstrates the power of creating unique market positions while remaining adaptable enough to evolve with emerging opportunities. The key is maintaining strategic focus while building for where the market is heading, not just where it is today.

The results speak for themselves. Dave shares that “Last year we grew 300% year over year. This year we projected another triple. I don’t think we’ll quite get there but we’re on pace for about 270% growth.” By following these principles, Worlds has positioned itself to capture massive market opportunity while maintaining the focus needed to execute effectively.