Understand the device
Citadel profiles the hardware and normal resource usage of each device—not a theoretical specification, but the machine as it is actually used.
Citadel · Edge intelligence
Citadel turns the devices your organisation already runs—from smartphones to satellites—into an intelligent edge layer, then gives every prompt exactly as much compute as it needs.
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Citadel connects a library of right-sized open-weight models to every device in your fleet. Your people ask once. Citadel picks the model and the machine, staying on the device when it can and moving to your private cluster when the task demands it.
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How it works
Citadel profiles the hardware and normal resource usage of each device—not a theoretical specification, but the machine as it is actually used.
A model is selected and provisioned to fit the available CPU, GPU and memory without unnecessarily competing with everyday work.
Every request is evaluated at runtime. Straightforward work stays local; tasks that need more capability move to the private cluster.
The outcome
Your users get a responsive model close to their work. Your cluster stays available for the difficult requests. Your data remains inside the environment you control.
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