This presentation introduces the "Data Transition" framework, using FOSS4G pipelines to transform satellite imagery into actionable disaster solutions. By bridging technical capability and human necessity, it provides real-time situational awareness, strategic urban planning, and predictive intelligence, empowering vulnerable communities to save lives and protect livelihoods through informed decision-making.