Platform
One system. Three layers. Built to work together.
Each layer of the Torch stack is ours: the applications, the model and the hardware. That is why we can install it inside your organization and stand behind how it works.
Applications
Ask your records.Draft the work.Connect your tools.
Assistants built around the work your teams already do: answers drawn from your own documents and databases, first drafts in your house style, and agents that act across the systems you run.
- Knowledge Mesh
- Every answer traced to its source.
- Agent Interface
- Workflows run by agents, approved by people.
- Connectors
- Into the systems you already use.
I'm connected to your organization's knowledge base and can help you find information across your internal documents.
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Model
A custom model,trained on your records,built for your work.
We start from TorchLM, our own language model, and adapt it to your domain and your records. The result is a model built for your organization alone, running inside your walls.
- TorchLM
- Our model, at the core of every system.
- Adapted
- Trained on your documents and past work.
- Dedicated
- Built for your organization alone, never shared.
8B parameters
Small enough to run on a single GPU inside your organization.
10x
More accuracy per parameter than models ten times its size on English and Arabic MMLU.
Reproducible
Public evaluation harness; results reviewed by Harvard's Data and AI Systems Lab.
Multilingual
Native English and Arabic, built to reason beyond literal translation.
Infrastructure
Runs whereyour data already lives.
We supply and run the hardware, sized to the work: from a compact TorchStack node to GPU servers in your data center or your private cloud.
- TorchStack node
- A server about the size of a shoebox.
- On-premises
- GPU servers in your own data center.
- Private cloud
- Your tenancy, no outside AI providers.
TorchStack node
A server about the size of a shoebox.
On-premises
GPU servers in your own data center.
Private cloud
Your tenancy, no outside AI providers.
Under your control
Every layer sits inside your organization.
Nothing leaves
No document, record or prompt goes to an outside AI provider.
Built for you
A model trained on your records for your organization alone, never shared with other customers.
Every answer traced
Answers cite their sources, and every question and answer is logged on your own systems.
Access by role
People see only what their role allows, through your existing sign-on. Our staff never see raw records.
People approve
A person reviews and approves every output before it is used.
Start with the work
What would your organization do with its own AI?
Tell us about the work. We will show you what the system would look like inside your organization.
Talk to us