How the Best Companies Use AI

Leading organizations are shifting from viewing AI as a mere productivity tool to leveraging it as a core driver of business model transformation and growth. Data indicates that top-performing companies capture the vast majority of AI’s economic gains by integrating systems that prioritize organizational coordination and strategic leverage over simple efficiency. A prime example is Ramp’s internal "Glass" platform, which demonstrates that providing employees with a fully configured, context-aware AI workspace—complete with shared skill marketplaces and automated memory—raises the floor for all users rather than restricting them to basic interfaces. By treating internal AI infrastructure as a proprietary moat and prioritizing "agentic engineering" as a universal capability, these companies foster an environment where individual breakthroughs become institutional baselines, ultimately enabling faster innovation and more effective adaptation to rapidly evolving technological landscapes.