# One for Enterprise · One by Lughlabs

> Your own GPU server, running One for every employee and the open AI models you choose, run for you by Lughlabs. From $4,000 a month, with no setup or maintenance fees.

URL: https://onedev.jobrella.ai/one/enterprise/

One for Enterprise

## Your own GPU server, your private AI models, running your One

From **$4,000** a month No setup or maintenance fees

[Talk to our team](https://onedev.jobrella.ai/talk?plan=enterprise) [See what's inside](https://onedev.jobrella.ai/one/enterprise/#server)

### Your server

GPU server with individually moving graphics cards, processor tray and NVMe drive

#### Power for your private models.

Text and speech models every employee’s bots can use. Image models, if you want them.

Recommended

**RTX PRO 6000** 96 GB GDDR7

Blackwell Server Edition

Our recommendation for enterprise AI

**H200** 141 GB HBM3e

Tensor Core GPU

Larger models and memory-heavy work

**B300** 288 GB HBM3e

Blackwell Ultra

Large-scale training and inference

Configuration and price are matched to your workload.

#### Built to run your whole One.

Enterprise processors and DDR5 ECC memory keep the app, database and bots’ computers working together.

**AMD EPYC** Enterprise processors

**Intel Xeon** Enterprise processors

**DDR5 ECC** Memory sized for your people and workloads

- AMD EPYC or Intel Xeon
- DDR5 ECC memory
- Browsers, files and scheduled work

Configuration and price are matched to your workload.

#### Your work. Right here.

Fast NVMe storage for the knowledge your company builds, and the models that learn from it.

**NVMe** Enterprise solid-state storage

- Libraries, files and conversations
- Your fine-tuned model
- Capacity and backup policy agreed with you

Configuration and price are matched to your workload.

#### Connected on your terms.

Your people reach One. Your models stay private. Outside connections follow the policy you choose.

**ConnectX** Networking sized for your deployment

- Private access to your deployment
- NVIDIA ConnectX networking options
- Approved apps, calls and web access

[Choose what goes out](https://onedev.jobrella.ai/one/enterprise/#data)

Configuration and price are matched to your workload.

Your models

### Choose your models

We host the open models you pick, as long as they fit your server.

#### Keep getting better. Stay in control.

1. 1 **A better model arrives** We find a new release that fits your work.
2. 2 **Test it. Then decide.** Compare it on your own tasks. You approve the change.
3. 3 **We switch it in** We handle the update on your server.

Deploy. Train. Fine-tune.

[**Bring your own model** Vision, ranking, decisions, scientific work. Tell us what you want to run. We check GPU fit, licence and integration.](https://onedev.jobrella.ai/talk?plan=enterprise)

Options to assess together. Hardware, commercial rights and training support vary by model.

Fine-tuning

### Your model knows your work

The model can\* be trained on your same server hardware.

#### Made from your work. Made for you.

**Your model, yours to keep.**

The model it produces is yours, under your agreement with us and the licence of the open model it started from.

\*Model size, training method and available memory determine what fits. We agree a training window and how serving continues.

Your server Serving your models

#### You choose what goes in.

We use the data your policy allows, and nothing else.

- **Product specifications**
- **Care and repair guides**
- **Answered customer emails** Customer names removed
- **Employee records** Your policy leaves these out

#### Turned into examples.

We turn that data into training examples, following the same policy.

**Question:** Can the Arden table go outside?  
**Answer:** No. Arden's oiled oak is made for indoors. For outside, the Arden Teak edition is built for it.

#### Trained on your server.

When the model and training method fit, we use your existing GPUs. We agree capacity and a training window with you.

Learning your company’s patterns Training example

#### Checked against your answers.

We ask it questions your team has already answered, next to the model you use now. You decide if it goes live.

Can the Arden table go outside?

The model you use now

Most solid wood tables can go outside if they're sealed and kept covered.

fernhall-tuned

No. Arden's oiled oak is made for indoors. For outside, the Arden Teak edition is built for it.

#### In use by everyone's bots.

Once you say yes, it runs on your server beside your other models, and every employee's bots can use it.

**fernhall-tuned** Fine-tuned from an open model

Yours, under your agreement with us and the open model's licence.

Everyone / Admin

### Their own One. Your oversight.

#### Manage your people

Invite employees, change access and deactivate accounts when someone leaves.

#### Set the boundaries

Choose who can join, which domains are allowed and which models your people can use.

#### Keep each One personal

Everyone has their own crew, spaces, Library and memory. Administration doesn’t turn them into a shared account.

Fernhall Administration Interactive demo

Your company

#### You’re in control.

**3** active people

##### People & access

**Priya** Sales

Priya role

**Owen** Operations

Owen role

**Mira** IT

Mira role

Select a role or pause someone’s access.

##### Who can join

Verified domains

**Allow company sign-ups**

People on your allowed domains can join.

**fernhall.example** Allowed

##### Models for your people

Private deployment

**Qwen3.8 27B**

Everyday work

**fernhall-tuned**

Your company’s knowledge

**Qwen3 TTS**

Private speech

Choose which private models your employees can use.

Changes here stay in this demo.

Your data

### Choose what goes out

**Stays on your server:** The contracts, the model's work and the draft.  
**Goes out:** Nothing.

Your private deployment follows the policy we agree with you. External services are optional; approved connections receive only their task inputs.

[Data boundaries on our other plans](https://onedev.jobrella.ai/trust)

Managed for you

### We run it. You use it.

Setup and upkeep are part of the price: there are no setup or maintenance fees.

#### What we do

- Set up your server, One and your models
- Keep the server running and One up to date
- Host the models you choose, and test stronger ones for you
- Fine-tune models on your data, when you ask
- Build the custom work we agree

#### What you do

- Choose your models, and say yes before one changes
- Set the data policy for fine-tuning
- Decide who can sign in
- Approve any outside providers and apps

Custom work

### Changes to One, for your company.

When your company needs something One doesn't do, such as a connector to an internal system or a workflow of your own, tell us.

1. 01 Scope We agree what it does, whether it's realistic, and the plan.
2. 02 Build We build it into your One.
3. 03 Maintain We keep it working as One is updated.

If something is beyond what we can build well, we'll tell you before we start.

[Discuss a custom requirement](https://onedev.jobrella.ai/talk?plan=enterprise)

How it works

### How it starts.

From a first conversation to your company signing in.

#### Talk to us about your data and models

Tell us which work matters, which models you want and what your data policy allows. We agree the server and the price with you.

#### We set up your server

We install One and your models on it, and connect the providers you choose.

#### Your company signs in

People sign in with their work email and get their own crew. We run the server from there.

Enterprise

### From **$4,000** a month

No setup or maintenance fees

- A GPU server for your company alone
- One for everyone at your company
- The open text, voice and image models you choose
- Fine-tuning on your data, when you ask
- Setup, upkeep and model updates by Lughlabs
- Custom work, scoped with you

The server and the final price are agreed with you. Carriers and hosted providers you connect bill you directly.

[Talk to our team](https://onedev.jobrella.ai/talk?plan=enterprise) [Compare plans](https://onedev.jobrella.ai/pricing)

Compact GPU server with exposed accelerator cards and cooling hardware

#### Everything in Teams, on your own server.

Seats for your people, shared spaces with a crew for every team, and admin control over who sees what run on your server too.

[See One for Teams](https://onedev.jobrella.ai/one/teams)

Questions

### What IT and security ask us.

**Do you train on our data?**

Only when you ask us to fine-tune a model for you, and only on the data your policy allows. Otherwise, we don't use your content to train models. [Terms of Service](https://onedev.jobrella.ai/terms)

**Who owns the fine-tuned model?**

You do, as your agreement with us sets out. It starts from an open model that has a licence of its own, and those terms carry over to the fine-tuned model. We go through them with you before training.

**Which models can we run?**

Language, speech, image and specialist GPU models that fit your hardware and permitted use. We agree deployment, integration and any fine-tuning with you. Larger models may need a larger configuration. Each model card links to its publisher and licence. [Models](https://onedev.jobrella.ai/docs/models)

**What leaves the server?**

Your private model requests, Libraries, files and memory stay on your server. Approved outside services receive the inputs their tasks need: call audio for a carrier, updates for connected apps, queries for search, and addresses for sign-in mail. If you approve an external model, voice or image provider, its task inputs go there too. We agree these boundaries for your deployment before setup. [Trust & deployment](https://onedev.jobrella.ai/trust)

**Where does the server run?**

We agree where it runs, and how it's kept apart, with you during setup. [Deployment](https://onedev.jobrella.ai/docs/deployment)

**Can employees share a workspace?**

Yes. As on One for Teams, people get seats, work with shared crews in shared spaces, and an admin decides who can enter each space and what needs approval there; everyone also keeps a One of their own.

**What does it cost?**

From $4,000 a month, with no setup or maintenance fees. The final price depends on the server your work needs. Carriers and hosted providers you connect bill you directly. [Pricing](https://onedev.jobrella.ai/pricing)

**What can you build for us?**

Changes to One that your company needs, such as a connector to an internal system or a workflow of your own. We agree the scope, and whether it's realistic, before we start. [Discuss a custom requirement](https://onedev.jobrella.ai/talk?plan=enterprise)

### Plan your server with us.

Tell us about your company, your data and the models you want.

[Talk to our team](https://onedev.jobrella.ai/talk?plan=enterprise)
