> 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

Scoutflo helps your team resolve production incidents faster, reduce on-call toil, and turn every outage into reusable reliability knowledge.

## **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="https://4241237958-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FtffWbX4svYQUS7SraAdG%2Fuploads%2F4cxpvmaSNfmIpBWjIA8z%2FChatGPT%20Image%20Jan%2030%2C%202026%2C%2011_48_31%20PM.png?alt=media&amp;token=aed57068-4d25-4897-86fa-7e4bdaeb2aa3" alt=""><figcaption></figcaption></figure>

***

### Platform Architecture

Scoutflo integrates with your existing observability stack without replacing it:

<figure><img src="https://4241237958-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FtffWbX4svYQUS7SraAdG%2Fuploads%2FV3Hv3uyp7GxbVvVBfp0O%2Fimage.png?alt=media&amp;token=fc7e6485-f9e4-4cc0-bf73-bc0c084f59e5" 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="/scoutflo-documentation/integrations/integration-setup/cloud-connection-aws.md">Cloud Connection (AWS)</a></td><td><a href="https://4241237958-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FtffWbX4svYQUS7SraAdG%2Fuploads%2F04jM7oDdp3h5w9B7knev%2FScreenshot%202026-01-30%20at%2011.19.43%E2%80%AFPM.png?alt=media&amp;token=22ff0c0a-5678-467b-b4e7-3fcc691d2064">Screenshot 2026-01-30 at 11.19.43 PM.png</a></td></tr><tr><td>Kubernetes</td><td>Helm Install for K8s</td><td><a href="/scoutflo-documentation/integrations/integration-setup/helm-installation-k8s-installation.md">Helm Installation (K8s Installation)</a></td><td><a href="https://4241237958-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FtffWbX4svYQUS7SraAdG%2Fuploads%2FeQhmgcIMpCDB9ytQWZ0V%2FScreenshot%202026-01-30%20at%2011.19.51%E2%80%AFPM.png?alt=media&amp;token=6ccf1376-7b1c-4883-92e3-7b9a70423279">Screenshot 2026-01-30 at 11.19.51 PM.png</a></td></tr><tr><td>5 Mins in Scoutflo</td><td>First prompt</td><td><a href="/scoutflo-documentation/key-feature/5-mins-in-scoutflo.md">5 mins in Scoutflo</a></td><td><a href="https://4241237958-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FtffWbX4svYQUS7SraAdG%2Fuploads%2FzW5O4UJBVi9zdf3xeUBS%2FScreenshot%202026-01-30%20at%2011.20.03%E2%80%AFPM.png?alt=media&amp;token=63af284a-5c9e-412e-9157-314d7c301c94">Screenshot 2026-01-30 at 11.20.03 PM.png</a></td></tr></tbody></table>