Analysis was fragmented across six satellite models. One AI backbone now unifies the view to track individual saplings.
A global non-profit organization operates the world's premier forest monitoring platform to track land use and restoration across thousands of project sites in 27 African countries.
Existing satellite systems could detect deforestation of large trees but struggled to resolve newly planted saplings needed to verify restoration...
“DINOv3 enables us to unify all of our modeling approaches through a single pipeline while achieving higher accuracy in monitoring restoration projects with more confidence.”
Global research non-profit developing solutions for climate, nature, and people.
Social technology company developing AI frameworks, VR hardware, and digital platforms.
Related implementations across industries and use cases
LiDAR missed 30% of the canopy. Researchers now use computer vision to map individual trees at 1-meter resolution.
Tracking disease meant drawing manual bounding boxes. Scientists now use text prompts to automate behavior analysis at scale.
Sonar review meant checking raw footage frame by frame. AI now scans hours of data to pinpoint targets for recovery.
LiDAR missed 30% of the canopy. Researchers now use computer vision to map individual trees at 1-meter resolution.
Tracking disease meant drawing manual bounding boxes. Scientists now use text prompts to automate behavior analysis at scale.
Finance manually chased missing global travel receipts. Now, AI prefills transaction data and automatically flags spending anomalies.
Manual survey tagging kept staff from the field. Now, workers use Copilot to analyze donor feedback and build tracking apps in days.
Silos forced a 71-day wait for data. By unifying sources, 4,000 staff now access insights in hours and build models 50% faster.
Disparate tools slowed 320,000 employees. Unifying on Teams and Copilot connected the workforce and embedded AI into daily habits.
Analysis was fragmented across six satellite models. One AI backbone now unifies the view to track individual saplings.
A global non-profit organization operates the world's premier forest monitoring platform to track land use and restoration across thousands of project sites in 27 African countries.
Existing satellite systems could detect deforestation of large trees but struggled to resolve newly planted saplings needed to verify restoration...
“DINOv3 enables us to unify all of our modeling approaches through a single pipeline while achieving higher accuracy in monitoring restoration projects with more confidence.”
Global research non-profit developing solutions for climate, nature, and people.
Social technology company developing AI frameworks, VR hardware, and digital platforms.
Related implementations across industries and use cases
LiDAR missed 30% of the canopy. Researchers now use computer vision to map individual trees at 1-meter resolution.
Tracking disease meant drawing manual bounding boxes. Scientists now use text prompts to automate behavior analysis at scale.
Sonar review meant checking raw footage frame by frame. AI now scans hours of data to pinpoint targets for recovery.
LiDAR missed 30% of the canopy. Researchers now use computer vision to map individual trees at 1-meter resolution.
Tracking disease meant drawing manual bounding boxes. Scientists now use text prompts to automate behavior analysis at scale.
Finance manually chased missing global travel receipts. Now, AI prefills transaction data and automatically flags spending anomalies.
Manual survey tagging kept staff from the field. Now, workers use Copilot to analyze donor feedback and build tracking apps in days.
Silos forced a 71-day wait for data. By unifying sources, 4,000 staff now access insights in hours and build models 50% faster.
Disparate tools slowed 320,000 employees. Unifying on Teams and Copilot connected the workforce and embedded AI into daily habits.