---
title: "Cloud overview"
description: "What Arkor Cloud is and how organizations, projects, endpoints, and training jobs fit together."
---

Arkor Cloud is the web dashboard at [arkor.ai](https://www.arkor.ai). It is where you create OpenAI-compatible inference endpoints, run fine-tuning jobs on managed GPUs, chat with the results in a Playground, and inspect usage and request history.

If you work primarily from the terminal, the [framework docs](/docs/framework) cover the `arkor` SDK and CLI. Arkor Cloud and the framework share the same account, organizations, and projects.

## Accounts and organizations

Sign up from the [home page](https://www.arkor.ai). On first login Arkor creates a personal organization for you, and onboarding asks you to pick its URL slug. Every dashboard URL is scoped by that slug: `arkor.ai/your-org/...`.

You can rename the organization (display name and slug) later in [Settings](/docs/cloud/settings).

## Projects

An organization holds projects. A project is the unit of scoping for everything else:

- **Training jobs** — fine-tuning runs on managed GPUs. See [Training jobs](/docs/cloud/training).
- **Endpoints** — dedicated `*.arkor.app` URLs that serve OpenAI-compatible chat completions for a base model or one of your trained adapters. See [Managing endpoints](/docs/cloud/endpoints).
- **Playground** — a chat UI for trying your fine-tuned adapters. See [Playground](/docs/cloud/playground).
- **Usage** — request counts, token breakdowns, and latency for every inference request. See [Usage](/docs/cloud/usage).

The organization page lists your projects and has an inline form for creating new ones. Project slugs are unique within the organization.

![The organization page with the project list](/images/cloud/org-projects-light.png "www.arkor.ai/oddphin-org")
![The organization page with the project list](/images/cloud/org-projects-dark.png "www.arkor.ai/oddphin-org")

## Trying Arkor without an account

The home page can provision a working OpenAI-compatible endpoint in one click, with no signup. See [One-click endpoint](/docs/cloud/app-server) for what you get and how long it lasts.

## Where to go next

<CardGroup cols={2}>
  <Card title="One-click endpoint" href="/docs/cloud/app-server">
    Get an OpenAI-compatible endpoint from the home page, no account needed.
  </Card>
  <Card title="Chat Completions API" href="/docs/cloud/chat-completions">
    The full request and response specification for `*.arkor.app` endpoints.
  </Card>
  <Card title="Training jobs" href="/docs/cloud/training">
    Fine-tune an open-weight model from the dashboard.
  </Card>
  <Card title="Framework docs" href="/docs/framework">
    The TypeScript SDK and CLI for the same platform.
  </Card>
</CardGroup>