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

# Roll out guardrailed automation

> Move from read-only recommendations to controlled execution.

Use this recipe when the team is ready to let FloKit execute selected low-risk actions.

## Goal

Enable automation without losing human control over budget, pricing, offers, or high-impact campaign changes.

## Phases

<Steps>
  <Step title="Read-only observation">
    Connect data sources and let FloKit generate recommendations without write permissions.
  </Step>

  <Step title="Approval-based execution">
    Allow FloKit to prepare changes, but require human approval before any change goes live.
  </Step>

  <Step title="Narrow autonomy">
    Enable automatic execution only for low-risk action types, limited spend ranges, and known campaigns.
  </Step>

  <Step title="Outcome monitoring">
    Track every automated action against CAC, payback, ROAS, trial conversion, and renewal quality.
  </Step>

  <Step title="Expand or rollback">
    Expand permissions when outcomes are stable. Roll back automation when guardrails trigger or quality declines.
  </Step>
</Steps>

## Minimum guardrails

* Daily and weekly spend caps
* Maximum budget movement per action
* Excluded campaigns and countries
* Approval required for pricing, paywall, and offer changes
* Automatic rollback criteria