Great overview. One thing I'd add is that the best AI product engineering partner isn't just good at building models, but at turning them into scalable, production-ready products. Companies like GeekyAnts stand out by combining AI expertise with strong product engineering and modern app development, helping businesses move from idea to real-world impact.