Sift is the unified observability platform for engineers building complex, mission-critical machines. Founded by former SpaceX engineers, Sift turns raw telemetry into structured insight. It accelerates test cycles, eliminates blind spots, and enables real-time decisions with traceability and control. Used across aerospace, defense, transportation, and industrial sectors, Sift powers teams working on aircraft, satellites, autonomous systems, and more.