Understand the device
Citadel profiles the hardware and normal resource usage of each PC—not a theoretical specification, but the machine as it is actually used.
Citadel · Edge intelligence
One fleet.
Many brains.
Citadel turns the PCs your organisation already owns into an intelligent edge layer, then gives every prompt exactly as much compute as it needs.
Try the routing lab ↓Routing lab
Give it a task.
Watch Citadel decide.
Choose a prompt below. The same interface can use a right-sized model on the device or reach into the private cluster when the task demands it.
LIVE ROUTING SIMULATIONDATA BOUNDARY: PRIVATE
Summarise my meeting notes and list the next actions.
USER DEVICE · ONLINECDECIDING
LOCAL
On-device modelFast · private · available
CLUSTER
Private clusterHigh capability · controlled
DecisionLOCAL MODEL
Selected model8B · THIS DEVICE
WhyLow complexity · private context · local capacity available
Compute required
28%
How it works
From idle hardware
to useful intelligence.
Fit the local model
A model is selected and provisioned to fit the available CPU, GPU and memory without unnecessarily competing with everyday work.
Decide per prompt
Every request is evaluated at runtime. Straightforward work stays local; tasks that need more capability move to the private cluster.
The outcome
Local efficiency.
Central capability.
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.
Explore the full stack →1PRIVATE
FLEET
FLEET
LocalFast + efficient
ClusterDeep + capable