Climate and AI models are only as reliable as the data informing them, and the global atmosphere remains critically under-observed. At the Cloud-native Geospatial Forum, SilverLining’s Kelly Wanser and Radiant Earth’s Jed Sundwall join an expert panel to discuss how breakthrough approaches to atmospheric measurement leveraging commercial ships and aircraft, and analytical techniques using uncertainty quantification and co-variant analysis, can be leveraged to expand global data capacity, reduce uncertainty, inform governance, and accelerate climate solutions.