Standard approaches struggle with remote sensing
Standard data management breaks down with mixed-media data
Traditional systems were never designed to handle so much image data
Rich images cost too much to store and process
Satellite and drone datasets can take up Terrabytes of space, and are compute intensive to work with
processing remote-sensing data is often arcane or academic
Most companies don't share their processing approaches, and academics don't write documentation