Drawing from learnings and data from over 3GW of installed autonomous docked drone capacity, this eBook provides a comprehensive summary of top use cases of autonomous drones, case studies with ROI, and the checklist for successful integration and operationalization.

With the rapid growth in the deployment of solar, the industry has continued to see a rise in underperformance. Raptor Maps' analysis of more than 125GW has shown that equipment fault-related underperformance has increased by almost 180% since 2019, resulting in up to $4.6 billion of potential annual revenue loss for the industry in 2023. Our report details trends and drivers of such underperformance, derived from our industry-leading dataset.

Equipment-driven underperformance has resulted in losses of $82M for the 24.5GW analyzed in 2022 – scaled up to the entire solar industry, that translates to $2.5B in losses annually. Download the report below to learn more about the main equipment-related drivers of asset underperformance, benchmarks for power production loss by site size, and more – derived from our 80GW+ dataset of PV systems.