Satellite imagery provides the best approach for monitoring construction activity at scale. Our team has developed proprietary machine learning algorithms that can estimate volume of construction directly from satellite imagery.

In 2023, we undertook custom research and analytics for a Fortune 500 company to generate consistent time-series data from satellite imagery to understand long term patterns in construction activity at a global scale.