
Triage agents on PHI. No new BAA.
the constraint
Frontier models now need 500+ GiB of fast memory and NVIDIA-class GPUs. Almost no one owns that. Almost everyone owns Intel.
Almost nobody owns this
Same models, on-prem
the unlock
On-prem mandates and the AI rush push teams to over-provision hardware, or send their crown-jewel data to the cloud. Cascadia unlocks more capability from the machines you already have.
local or enterprise
The same engine scales from a single device to your whole fleet. Pick where you are.
Cascadia Local
Capable models on the Intel hardware you own, fully offline.
Cascadia Enterprise
A managed on-prem cluster for businesses, from the Intel machines you already run.
built with
performance
Llama 3.1 8B INT4 across two commodity Intel AI PCs, distributed over a standard office WiFi network, with 2-stream micro-batching and K=3 speculative decoding. No GPU servers, no data center.
43.97tok/s
Llama 3.1 8B · 2 AI PCs · 1.79× of monolithic single-user
64.67tok/s
Llama 3.1 8B · 3 AI PCs · 3 concurrent users · 2.64× of mono
4.04×
Over naive distributed at 100 ms/hop WAN, full stack stays above the interactive floor
42days
Payback vs A100 cloud at 24/7 on a 20-node fleet, ~94% lower annual cost
security

What crosses your network boundary? Nothing.
No cloud, no telemetry, no phone-home. Zero egress is a property of the architecture, not a setting.
See the security postureFAQ
No. Inference runs on your own machines. No cloud, no telemetry, no phone-home.
Same engine, same models either way. One PC or a whole fleet: the models you can run and the throughput you get scale with the hardware you point at it.
Any open Hugging Face transformer: Llama, Qwen, Mistral, Gemma, Phi, DeepSeek.
The Intel Core Ultra PCs you likely already own, better with an Arc card. One device or many.
We stand up your first private model in under a week, on your network. You keep everything.
Free for individuals. Enterprise is priced per device, not per token. Talk to us.
We stand up your first private agent in under a week, on your hardware, on your network. You keep all of it.
Free for individuals
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