Everyone's adding AI right now; a chatbot bolted on, a summarise button. That's not the same thing as AI-native. AI-native means you designed the product assuming intelligence would be part of it from day one. The workflows let the software make decisions, not just display them. And you build it with the same rigour you'd apply to security or scale. Vibe coding is great for wiring up a slick demo. But it cannot get you a system you'd actually trust in production. If you're thinking about building AI into your product the right way, let's talk. Better to design it right from day one than fix it later. #AINative #ProductEngineering #AIStrategy #BuildItRight