Large-scale projects generate huge volumes of data, yet tracking progress, spotting deviations and verifying completed work are still largely manual. AI Clearing will show how AI models trained on more than 50 million labeled construction objects turn drone imagery and field data into georeferenced reports within 6–24 hours, comparing actual site conditions against designs and schedules. The session draws on utility-scale renewable projects across the Americas, Europe and the Middle East.