> For the complete documentation index, see [llms.txt](https://scoutflo-documentation.gitbook.io/scoutflo-documentation/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://scoutflo-documentation.gitbook.io/scoutflo-documentation/overview/welcome-to-scoutflo.md).

# Welcome to Scoutflo

## **What Scoutflo is:**

Scoutflo is an **AI-powered SRE intelligence layer** that sits on top of your existing tooling and:

* Correlates logs, metrics, traces, Kubernetes state, and deployments
* Automatically performs root cause analysis (RCA)
* Generates and executes runbooks
* Learns from past incidents to prevent repeats

Scoutflo acts as the intelligence layer between your systems and your teams:

<figure><img src="/files/C8gsB7Xq9MqRVU2qkfrA" alt=""><figcaption></figcaption></figure>

***

### Platform Architecture

Scoutflo integrates with your existing observability stack without replacing it:

<figure><img src="/files/GuXAJpvP8r19bKFUGdhZ" alt=""><figcaption></figcaption></figure>

***

## Key Benefits & Metrics                                                                                                                                                                                                                                                                                                                                                                                            &#x20;

*Proven Results: These metrics come from engineering teams using Scoutflo in production.*&#x20;

```
  ┌─────────────────────┬─────────────────┬───────────────┬───────────────────┐                                                                                                                             
  │       Metric        │ Before Scoutflo │ With Scoutflo │    Improvement    │                                                                                                                             
  ├─────────────────────┼─────────────────┼───────────────┼───────────────────┤                                                                                                                             
  │ MTTR (P50)          │ 2.3 hours       │ 37 minutes    │ 73% faster        │                                                                                                                             
  ├─────────────────────┼─────────────────┼───────────────┼───────────────────┤                                                                                                                             
  │ Alert Noise         │ 847/week        │ 124/week      │ 85% reduction     │                                                                                                                             
  ├─────────────────────┼─────────────────┼───────────────┼───────────────────┤                                                                                                                             
  │ Repeat Incidents    │ 34% of total    │ 8% of total   │ 76% reduction     │                                                                                                                             
  ├─────────────────────┼─────────────────┼───────────────┼───────────────────┤                                                                                                                             
  │ On-call Escalations │ 67% escalated   │ 19% escalated │ 72% auto-resolved │                                                                                                                             
  ├─────────────────────┼─────────────────┼───────────────┼───────────────────┤                                                                                                                             
  │ Weekend Pages       │ 23/month        │ 6/month       │ 74% reduction     │                                                                                                                             
  └─────────────────────┴─────────────────┴───────────────┴───────────────────┘  
```

{% tabs %}
{% tab title="Automated Root Cause Analysis" %}
&#x20;                                                                                                                                                                                            \- 90-second investigations instead of hours of manual correlation                                                                                                                                         - 94% accuracy in identifying the true root cause                                                                                                                                                         - Multi-signal correlation across logs, metrics, traces, and deployments                                                                                                                                  - Evidence-based reasoning with confidence scores and supporting data                                                                                                                                                                                                                                                                                                                                                                                                                                                                            &#x20;
{% endtab %}

{% tab title="Intelligent Runbook Orchestration" %}
\- Auto-execute fixes for known issues (with approval gates)                                                                                                                                               - Learning system that improves suggestions over time                                                                                                                                                     - Multi-team workflows for complex incident response                                                                                                                                                      - Rollback protection with safety checks built-in                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           &#x20;
{% endtab %}

{% tab title="Knowledge Preservation" %}
\- Searchable incident history with full investigation trails                                                                                                                                              - Team learning from past root causes and successful fixes                                                                                                                                                - Best practice capture from your most experienced engineers                                                                                                                                              - Onboarding acceleration for new team members    &#x20;
{% endtab %}
{% endtabs %}

### Who Scoutflo Is For

Scoutflo is designed for teams operating real production systems:

* Site Reliability Engineers (SREs)
* DevOps & Platform teams
* Kubernetes-heavy engineering orgs
* Teams running multi-service, cloud-native systems

If uptime, latency, and incident response are *your* problem, Scoutflo fits.

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th><th data-hidden data-card-cover data-type="image">Cover image</th></tr></thead><tbody><tr><td>Cloud Connection</td><td>Connect AWS &#x3C;2 mins</td><td><a href="/pages/JCtoCDryiEhKFhV5h2i6">/pages/JCtoCDryiEhKFhV5h2i6</a></td><td><a href="/files/q13iHRBIASz3AFQVJo4I">/files/q13iHRBIASz3AFQVJo4I</a></td></tr><tr><td>Kubernetes</td><td>Helm Install for K8s</td><td><a href="/pages/7f0d8079ca692f95170ffee6a78b41b4fb04ce45">/pages/7f0d8079ca692f95170ffee6a78b41b4fb04ce45</a></td><td><a href="/files/IvXea5gqVEZG9IwN9pY9">/files/IvXea5gqVEZG9IwN9pY9</a></td></tr><tr><td>5 Mins in Scoutflo</td><td>First prompt</td><td><a href="/pages/1f2adb7ad863b3eea1199652af11641ccfb9be3a">/pages/1f2adb7ad863b3eea1199652af11641ccfb9be3a</a></td><td><a href="/files/qb2BE45tTuzbthMnUSN3">/files/qb2BE45tTuzbthMnUSN3</a></td></tr></tbody></table>