This article looks at the impact of AI design and installation in the resi and small commercial markets. It analyzes how design and proposals have been streamlined, how apps like Sunbase, Scanifly, and Aurora Solar are tapping it, and what it’s doing to simplify the use of storage and energy flow management as well as O&M and field service response.