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Scaleout provides sovereign AI infrastructure for machine learning on edge devices, training models on drones, vehicles, and industrial fleets. It uses federated learning to keep raw data secure on-device.
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Scaleout delivers sovereign AI infrastructure designed for machine learning that trains directly on edge devices such as drones, vehicles, and industrial fleets. The platform ensures raw data never leaves the device by utilizing federated learning, where only encrypted weight updates are shared. Key features include full model provenance, providing a complete audit trail with every version recorded, and fleet-wide observability for training metrics and hardware telemetry from every node. Scaleout offers ready-to-use modules for common edge AI workloads like perception, autonomy, and ASR, built with reference models and deployment templates. It supports use cases in tactical edge environments, autonomous transport, sovereign data requirements, and cross-jurisdictional federated intelligence.
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Likely Not Free
Not publicly disclosed. Check scaleoutsystems.com for current pricing.
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