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

# Whats New: AI-Powered Summarization and Error Insights (Beta)

> Use AI in env zero to get plain-language error explanations and plan summaries during deployments, with sensitive data redacted and no model training on data.

We're bringing the power of AI to your deployments with our new AI-Powered Summarization and Error Insights - now in beta!

## Understand Errors Faster

Debugging just got easier. When a deployment error occurs, click the new "Ask AI" button next to the error message to get a clear explanation of what went wrong, why, and how you might fix it.

<Frame>
  <img src="https://mintcdn.com/envzero-b61043c8/BZYthPtvpSdQtcKJ/images/changelogs/2025/04/99ea503fa335cf129ffc8701de88003328a8923a6b179b8ada3869402519551d-image.png?fit=max&auto=format&n=BZYthPtvpSdQtcKJ&q=85&s=e6d979a0c5ca00380fc821fd06bb11cb" alt="Feature demonstration screenshot showing new functionality" width="2776" height="968" data-path="images/changelogs/2025/04/99ea503fa335cf129ffc8701de88003328a8923a6b179b8ada3869402519551d-image.png" />
</Frame>

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<Frame>
  <img src="https://mintcdn.com/envzero-b61043c8/BZYthPtvpSdQtcKJ/images/changelogs/2025/04/5eb0f795df37bb2cc197b659c1a2b25cb005b4138e6611cf99d17739dba32a8b-image.png?fit=max&auto=format&n=BZYthPtvpSdQtcKJ&q=85&s=d118b0c12a4d717f4e9c32016b7098fc" alt="Feature demonstration screenshot showing new functionality" width="2892" height="1928" data-path="images/changelogs/2025/04/5eb0f795df37bb2cc197b659c1a2b25cb005b4138e6611cf99d17739dba32a8b-image.png" />
</Frame>

Whether you're new to IaC or deep in the weeds, this can save valuable time when things go sideways.

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## Smarter Summaries for Plan & Apply

Reviewing plans may be cumbersome and confusing - you can now make sense of the changes with a quick click of the "Summarize" button. AI-generated summaries highlight key modifications, flag sensitive updates, and offer insights - so you don't have to dig through logs.

<Frame>
  <img src="https://mintcdn.com/envzero-b61043c8/BZYthPtvpSdQtcKJ/images/changelogs/2025/04/6abfc950ed31ebeb4043037fdf182cb49a836f824ae0a0e24ad11aa9be8bafcf-image.png?fit=max&auto=format&n=BZYthPtvpSdQtcKJ&q=85&s=ec6fab3ff452536f66ee9e53ca24c750" alt="Feature demonstration screenshot showing new functionality" width="2724" height="874" data-path="images/changelogs/2025/04/6abfc950ed31ebeb4043037fdf182cb49a836f824ae0a0e24ad11aa9be8bafcf-image.png" />
</Frame>

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<Frame>
  <img src="https://mintcdn.com/envzero-b61043c8/BZYthPtvpSdQtcKJ/images/changelogs/2025/04/74826f277c87ee85f50364a0886472c9f4329e0784721db3dc70b1d07521b94d-image.png?fit=max&auto=format&n=BZYthPtvpSdQtcKJ&q=85&s=f33c9f3ebed33c012c92a276686f56a4" alt="Feature demonstration screenshot showing new functionality" width="2914" height="1928" data-path="images/changelogs/2025/04/74826f277c87ee85f50364a0886472c9f4329e0784721db3dc70b1d07521b94d-image.png" />
</Frame>

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## Privacy-First by Design

env zero only analyzes relevant data (with sensitive info redacted) and never shares it or uses it to train AI models.

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**This beta feature is available now as an add-on feature, please contact Support for more details on enabling it.**