Data fragmentation across critical systems. Defense and healthcare both operate on thousands of siloed databases that don't communicate. At Langley, asking 'How many green badges have Russian expertise?' takes weeks—mission, facilities, HR, and security data exist in isolation. In healthcare, 18,000 disconnected systems mean medical records are effectively lost. We extract, clean, and layer this fragmented data at scale, preparing it for AI systems that power mission-critical decisions.