// Field scan / Aurionex Systems
Constructing interface geometry

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NOCTYRA
Train. Observe. Hand off.
Noctyra is a desktop control plane for speech and language-model training, from dataset health and launch preflight through telemetry, recovery, and model handoff.
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Noctyra capabilities
Dataset intelligence
Register data, inspect health, check compatibility, and keep provenance visible before a run starts.
Launch control
Run provider preflight with live pricing, budget ceilings, watchdogs, and duplicate-launch protection.
Evidence to handoff
Follow telemetry, logs, charts, checkpoints, recovery, reproducibility, and export in one workflow.