As aerospace and defense organizations support more missions, sensors, platforms, and data sources, building a new data architecture for every program becomes increasingly difficult to scale. This blog explores the challenges of multi-mission data processing and how a flexible, reusable architecture can help organizations reduce stovepipes, integrate diverse mission data, limit vendor lock-in, and extend common processing capabilities across missions—without forcing every mission to operate the same way.