AI companies are pushing performance by focusing on domain specialisation, efficient model training, and data quality. They optimise compute costs, leverage transfer learning, and refine feedback loops. By aligning AI products with real customer pain points and tightly iterating they turn research into value. Their breakthroughs often stem from strategic clarity, lean and technical rigour.