> ## Documentation Index
> Fetch the complete documentation index at: https://docs.causeloop.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Welcome to Causeloop

> AI-native intelligence that finds the patterns behind recurring failures — and proves the fix held.

Causeloop is an AI-native intelligence platform. It connects to the systems where
your work already happens, finds the **patterns behind recurring failures**,
predicts where they will strike next, recommends the fix — and then **proves the
fix held**.

<CardGroup cols={2}>
  <Card title="Quickstart" icon="rocket" href="/get-started/quickstart">
    Sign in, connect your first source, and see your first patterns in ten minutes.
  </Card>

  <Card title="Onboarding tutorial" icon="graduation-cap" href="/get-started/onboarding-tutorial">
    The full end-to-end journey for setting up a new client workspace.
  </Card>

  <Card title="Product Guide" icon="compass" href="/product-guide/dashboard">
    Learn every screen — issues, patterns, predictions, recommendations, reports.
  </Card>

  <Card title="API Reference" icon="code" href="/api-reference/overview">
    Build on Causeloop with the REST API, webhooks, and real-time events.
  </Card>
</CardGroup>

## The core loop

Everything in Causeloop revolves around a single closed loop. Each stage feeds
the next, and the loop closes when a fix is verified to have held.

<Steps>
  <Step title="Issue">
    Something went wrong — an incident, a defect, a failed check. Issues arrive
    from your connected sources or are created directly.
  </Step>

  <Step title="Pattern">
    Causeloop clusters related issues to surface the recurring pattern behind
    them, rather than treating each failure as a one-off.
  </Step>

  <Step title="Prediction">
    From the pattern, Causeloop predicts where and when the failure is likely to
    recur, so you can act before it does.
  </Step>

  <Step title="Recommendation">
    Causeloop recommends a concrete fix, then tracks whether the failure stops —
    proving the fix actually held.
  </Step>
</Steps>

## How Causeloop is organized

<CardGroup cols={3}>
  <Card title="Organization" icon="building">
    Your company — the top-level account (one per client).
  </Card>

  <Card title="Workspace" icon="layer-group">
    The data boundary that an organization owns. All issues, patterns, and
    connectors live inside a workspace.
  </Card>

  <Card title="Members & roles" icon="users">
    People are invited into a workspace with a role that governs what they can do.
  </Card>
</CardGroup>

New to the concepts? Start with the [glossary](/get-started/concepts). Ready to
build? Jump to the [API overview](/api-reference/overview).

## Who this documentation is for

<CardGroup cols={2}>
  <Card title="Users & administrators" icon="user">
    Day-to-day operators and workspace admins — see the
    [Product Guide](/product-guide/dashboard) and
    [Integrations & Data](/integrations/overview).
  </Card>

  <Card title="Developers & operators" icon="terminal">
    Engineers building on the API or self-hosting Causeloop — see the
    [API Reference](/api-reference/overview) and
    [Deploy & Security](/deploy-security/overview).
  </Card>
</CardGroup>