• Ingesting massive volumes of sensor data through both batch and realtime offload • Providing low-latency random-access (in device, time, sensors) playback over massive volumes of live or recorded data • Multi-cloud architecture (we deploy in customer cloud accounts across GCP/AWS/Azure) • Offloading data from remote devices in network constrained environments • Building systems to manage petabytes of multi-modal data reliably and efficiently