To build an effective product-driven AI strategy companies need to take a serious look at their organization and understand whether they are ready for the challenges of building products in the age of artificial intelligence. They should not just focus on the AI technology itself, but also consider aspects such as a clear business use case, well-designed user interface, and additional data augmentation. Effective leadership is key to adopting a product mindset, which involves understanding what the technology can do for the company and what tools and resources are needed to make it happen. Companies should start building quick and dirty prototypes, test them with users, and refine them to ensure they're addressing users' needs. By taking a modular approach with LLMs, companies can plug in the best model to solve their problems.