Why Token Costs Don’t Tell You Whether Enterprise AI Is Working

Enterprise AI adoption is shifting from maximizing token usage to maximizing value, focusing on using appropriate models for tasks rather than just the largest ones. Organizations are balancing cost and effectiveness by deploying specialized models for routine tasks and reserving powerful models for complex needs.