Most people don't need to understand neural networks or gradient descent to use AI effectively - they just need to know how to have a conversation with it. Business expertise and industry knowledge matter more than technical depth when helping others adopt AI tools. The real value comes from being a translator between AI capabilities and specific industry needs.