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

# Proactive

> Scheduled infrastructure reports that surface incidents Annie already investigated and predict the failures about to happen.

# Proactive

Proactive runs on a schedule instead of waiting for an alert. Annie investigates your stack on its own and writes a report. It covers what already broke and what's likely to break next, so you see problems before the pager goes off.

Reports live under [**Proactive**](https://app.anyshift.io/proactive) in the sidebar. Export any report to markdown or PDF, or open it in a conversation with **Ask Annie**.

## What's in a report

Each report starts with a severity count, then lists two kinds of finding:

* **Issues investigated:** incidents Annie already root-caused this period, ranked by severity.
* **Proactive risks:** failures that haven't happened yet. Each risk has a category (`capacity_outage`, `degradation`, `cost`, …) and a trend. It shows where things stand now, what happens if nothing changes, the fix to apply, and the monitoring gap that hid it.

<Accordion icon="triangle-exclamation" title="Examples of what Annie catches">
  - Retry storms and cascading failures
  - Hidden monitoring gaps
  - Node disruption and restart risks
  - Telemetry and logging pipeline degradation
  - Connection pool saturation
  - Infra misconfigurations, before customer impact
</Accordion>

## When it runs

Proactive is enabled per project. It runs on a schedule (weekly in the demo workspace), and each report appears under [**Proactive**](https://app.anyshift.io/proactive). Need a different cadence or scope? Define a [Custom Report](/pages/product/reports) and schedule it daily, weekly, monthly, or yearly.

## Related

<CardGroup cols={2}>
  <Card title="Root Cause Analysis" icon="bolt" href="/pages/product/root_cause_analysis">
    Annie investigates the moment an alert fires.
  </Card>

  <Card title="Custom Reports" icon="file-lines" href="/pages/product/reports">
    Build your own recurring report on the cadence and scope you choose.
  </Card>

  <Card title="Knowledge Graph" icon="database" href="/pages/overview/knowledge_graph">
    The versioned model behind every risk and fix.
  </Card>

  <Card title="Annie Knowledge" icon="brain" href="/pages/product/annie_knowledge">
    Click Ask Annie on any item to investigate it in a conversation.
  </Card>
</CardGroup>