pipelines
A pipeline goes live whole, or not at all.
If any stage fails, every machine reverts.
Fleet Management
One model per machine, or one model across many.
Give every machine its own model, or split one too big for any single machine across several. Add machines, watch usage and status, and roll back any change that fails.
Too big for one machine?
Split it across several.
01
Pick a model.
Fleet Management checks it against every machine’s free memory.
02
Split it across machines.
Each stage lands on a machine with room for it.
03
Roll it out.
Stages commit together, then one endpoint serves it.
Fits on one machine?
Run it there, on OpenVINO.
Built with Intel for the AI PCs you already own. Cascadia runs every model on OpenVINO, Intel’s own AI runtime. Models are compressed to fit an office PC’s memory and run on the processor, graphics and NPU built into Intel Core Ultra.
~30 tok/s
An 8B model on one Intel AI PC, with speculative decoding.
14B on one PC
4-bit weights fit a 14B model in a 32 GB office machine.
CPU, GPU and NPU
OpenVINO uses every engine in the chip, including the NPU most software leaves idle.
the hand-off
Hand the install to whoever sits at the machine.
IT doesn’t have to touch the computer. Send the person a link; they click one button; you watch each step land.
Nothing to unblock in the inbox
No files or commands in the email, so it clears mail filters.
One link, one machine
Each link adds a single device and expires in seven days.
A whole room at once
Doing it yourself? One batch installer enrols up to 500 machines.
usage and status
See what the fleet did, and what needs you.
Tokens, requests and success rate over any range, by model, device or API token, with a year of daily activity. Status checks the fleet every 15 seconds and lists what needs attention, worst first.
automatic rollback
If a change fails, it rolls back on its own.
model switches
If a new model fails, the old one comes back.
The previous model stays on disk, ready to take over.
updates
A failed app update rolls back.
Fleet Management keeps a new version only if it passes a self-test.
cascadia desktop
Then put it to work at every desk.
Desktop is the private AI app for every employee. It runs on the models you deploy here, and nothing anyone types leaves your network.
FAQ
Questions, answered.
No. It reads health and usage: which machines are up, what each serves, request and token counts, latency. Prompts and replies stay on the machines that serve them.
One at a time. Each machine can keep several models on disk and switch between them without downloading again. To serve more models at once, give each its own machines, or split one across several.
Cascadia hosts the service your machines check in with, at console.cascadia.to. It sees health and usage only; the models, prompts and replies stay on your network. For an air-gapped fleet, it runs on your own network instead.
Yes. For an air-gapped fleet, Fleet Management and a certificate authority run on your own network in place of the hosted service, so the machines never need to reach the internet.
An Intel Core Ultra PC running Windows 10 or 11, or Ubuntu 22.04 or later, and administrator rights to run the installer once. Free memory decides what a machine can hold on its own: a 32 GB machine fits models up to about 14B, and Fleet Management splits bigger models across several machines.
Open-weight models such as Llama, Qwen and Phi. Fleet Management checks each one against every machine’s free memory, then runs it whole on one machine or splits it across several, up to 1T-class mixture-of-experts models.
Admins roll new builds out from Fleet Management on the channel they choose. Each machine checks the download, keeps the new version only if it passes a self-test, and rolls back on its own if it fails.
Per device, never per token, so the bill stays flat as usage grows. Talk to us for pricing for your fleet.
Put your first model on the fleet.
We set up a pilot on machines you already own, and your team deploys from Fleet Management from the first day.
See it run on hardware like yours.
Book a demoCheck the engineering first.
See our research