AI-powered software is streamlining solar installation processes by automatically analyzing satellite imagery, roof structures, and local weather patterns. These tools create optimal panel layouts, calculate energy yields, and identify potential installation challenges. The technology considers factors like shading, roof angle, and local regulations to design efficient solar systems while reducing planning time and costs.

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