AI 'capability overhang' top hurdle for European firms

Jan de Vries · 2026-05-20

### The Bigger Picture: Europe's AI Challenge OpenAI's revenue chief recently dropped a truth bomb. He said that "capability overhang" is the biggest challenge facing European businesses right now. It's a fancy term, but the idea is simple. Think of it like this. You've got a brand new smartphone with all the latest features. But you only use it to make calls and send texts. That's capability overhang. The tech is ready to do amazing things, but we're not using it that way yet. For European companies, this gap between what AI can do and what they're actually doing with it is huge. And it's costing them money. ### What Exactly Is "Capability Overhang"? Let's break it down. AI models are getting smarter every day. They can write code, analyze data, create marketing copy, and even help with customer service. But most businesses are still stuck on the basics. Here's what that looks like in practice: - Companies use AI for simple tasks like grammar checking - They ignore its potential for complex problem-solving - Teams lack the training to implement advanced AI tools - Leadership hesitates because they don't fully understand the tech The result? A lot of potential, but not much action. And that's a problem when your competitors are moving fast. ### Why This Matters for European Startups If you're building a startup in Europe, this is personal. The window to get ahead with AI is closing. Companies that figure out how to use AI effectively will leave everyone else in the dust. But here's the thing. It's not about having the most advanced AI model. It's about knowing how to apply it to your specific business problems. That's where the real value is. ### How to Bridge the Gap So what can you do about it? Start small, but think big. Pick one area of your business where AI could make a real difference. Maybe it's automating repetitive tasks or improving your product recommendations. Then invest in training. Your team needs to understand what AI can and can't do. Without that knowledge, you'll never get past the basics. And don't wait for everything to be perfect. The best way to learn is by doing. Start experimenting with AI tools now, even if it's messy. You'll figure out what works as you go. ### The Bottom Line Capability overhang isn't just a tech problem. It's a mindset problem. European businesses need to stop treating AI like a fancy toy and start using it as a real tool for growth. The technology is already here. The question is whether you're ready to use it.