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windows/security/threat-protection/microsoft-defender-atp/automation-levels.md
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# Automation levels in automated investigation and remediation capabilities # Automation levels in automated investigation and remediation capabilities
Microsoft Defender for Endpoint offers several levels of automation for automated investigation and remediation (AIR). Automation levels determine whether remediation actions are taken automatically or only upon approval following an automated investigation. Microsoft Defender for Endpoint offers several levels of automation for automated investigation and remediation (AIR). Automation levels determine whether remediation actions are taken automatically or only upon approval following an automated investigation.
- Full automation (this is recommended option) means remediation actions are taken automatically. - *Full automation* (this is recommended option) means remediation actions are taken automatically.
- Semi-automation means some remediation actions are taken automatically, but other remediation actions await approval before being taken. - *Semi-automation* means some remediation actions are taken automatically, but other remediation actions await approval before being taken. (See the table later in this article for more details.)
- - Remediation actions, whether pending or completed, are tracked in the Action Center ([https://securitycenter.windows.com](https://securitycenter.windows.com)).
This article describes the various levels of automation and includes recommendations to consider.
> [!TIP] > [!TIP]
> For best results, we recommend using full automation when you set your level of automation. Data collected and analyzed over the past year shows that customers who are using full automation had 40% more high-confidence malware samples removed than customers who are using lower levels of automation. Full automation can help free up your security operations resources to focus more on your strategic initiatives. > For best results, we recommend using full automation with automated investigation and remediation. Data collected and analyzed over the past year shows that customers who are using full automation had 40% more high-confidence malware samples removed than customers who are using lower levels of automation. Full automation can help free up your security operations resources to focus more on your strategic initiatives.
## Levels of automation ## Levels of automation

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windows/security/threat-protection/microsoft-defender-atp/configure-automated-investigations-remediation.md
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If your organization is using [Microsoft Defender for Endpoint](https://docs.microsoft.com/windows/security/threat-protection/) (Microsoft Defender ATP), [automated investigation and remediation capabilities](https://docs.microsoft.com/windows/security/threat-protection/microsoft-defender-atp/automated-investigations) can save your security operations team time and effort. As outlined in [this blog post](https://techcommunity.microsoft.com/t5/microsoft-defender-atp/enhance-your-soc-with-microsoft-defender-atp-automatic/ba-p/848946), these capabilities mimic the ideal steps that a security analyst takes to investigate and remediate threats. [Learn more about automated investigation and remediation](https://docs.microsoft.com/windows/security/threat-protection/microsoft-defender-atp/automated-investigations). If your organization is using [Microsoft Defender for Endpoint](https://docs.microsoft.com/windows/security/threat-protection/) (Microsoft Defender ATP), [automated investigation and remediation capabilities](https://docs.microsoft.com/windows/security/threat-protection/microsoft-defender-atp/automated-investigations) can save your security operations team time and effort. As outlined in [this blog post](https://techcommunity.microsoft.com/t5/microsoft-defender-atp/enhance-your-soc-with-microsoft-defender-atp-automatic/ba-p/848946), these capabilities mimic the ideal steps that a security analyst takes to investigate and remediate threats. [Learn more about automated investigation and remediation](https://docs.microsoft.com/windows/security/threat-protection/microsoft-defender-atp/automated-investigations).
To configure automated investigation and remediation, you [turn on the features](#turn-on-automated-investigation-and-remediation), and then you [set up device groups](#set-up-device-groups). To configure automated investigation and remediation, [turn on the features](#turn-on-automated-investigation-and-remediation), and then [set up device groups](#set-up-device-groups).
## Turn on automated investigation and remediation ## Turn on automated investigation and remediation