Honest question for any founder reading this: How much money did you spend on AI development in the last 12 months? How much of it is actually running in production today? If the gap between those two numbers makes you uncomfortable, you're not alone. The AI dev market is flooded with people who can build impressive prototypes and disappear when it gets hard. I've spent 10 years doing the opposite, staying on the problem, owning the outcome, shipping things that survive real users. Predictive models. Autonomous agents. RAG systems. Full-stack products. Built for founders who are done paying for demos. If that gap finally got uncomfortable enough, ping me.