5 AI Scaling Mistakes to Avoid

Scaling AI from pilot to production brings exponential costs, governance gaps, accountability issues, misaligned pilots, and human resistance. Uber burned its annual token allocation in four months with 5,000 engineers. Companies must plan for cost, governance, accountability, strategic value, and people from the start.