Live analysis of AI product "My Ninja" reveals architectural challenges (accuracy, cost, competition) and proposed solutions (multimodal interface, custom models). Discussion uses a structured framework for evaluating AI products, emphasizing practical business considerations over technical minutiae, and exploring data challenges & scalability.