Infrastructure execution layer for AI workloads that picks optimal hardware, tracks cost-to-completion, and resumes preempted jobs from checkpoints.
Nodus is an infrastructure execution layer for AI workloads where users specify the task, deadline, and budget rather than instance types or provider names. The platform profiles memory and runtime requirements, routes to optimal hardware (CPUs, GPUs, or accelerators) across providers, and automatically resumes preempted jobs from the last verified checkpoint. Routing scores cost-to-completion including expected recovery cost rather than just hourly rate, so cheap capacity that gets preempted loses to capacity that actually finishes. Nodus is a product of Nodus.
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