What is Active Assist | Recommender Documentation

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tooltip > Console </span> </a> </li> <li class="devsite-nav-item"> <a href="/contact" class="cta-button-secondary button" track-metadata-eventDetail="nav" track-name="sales" track-metadata-position="nav" data-overflow-wrapper="tab" track-type="contact" data-overflow-container="left" data-overflow="devsite-tabs-wrapper" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Contact Us" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Contact Us </span> </a> </li> <li class="devsite-nav-item"> <a href="//console.cloud.google.com/freetrial" class="cloud-free-trial-button cta-button-primary button-primary button cloud-button cloud-button--primary" track-type="freeTrial" track-metadata-position="nav" data-overflow-class="devsite-header-link devsite-top-button button cloud-free-trial-button cloud-free-trial-enabled cloud-button cloud-button--primary" data-overflow="devsite-top-logo-row" data-overflow-container="right" track-name="gcpCta" track-metadata-eventDetail="nav" referrerpolicy="no-referrer-when-downgrade" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Start free" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Start free </span> </a> </li> </ul> </div> <div class="devsite-mobile-nav-bottom"> <ul class="devsite-nav-list" menu="_book"> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Discover</span> </div></li> <li class="devsite-nav-item"><a href="/recommender/docs/whatis-activeassist" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /recommender/docs/whatis-activeassist" track-type="bookNav" track-name="click" track-metadata-eventdetail="/recommender/docs/whatis-activeassist" ><span class="devsite-nav-text" tooltip>What is Active Assist</span></a></li> <li class="devsite-nav-item"><a href="/recommender/docs/understand-cost-recs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /recommender/docs/understand-cost-recs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/recommender/docs/understand-cost-recs" ><span class="devsite-nav-text" tooltip>Understand how cost savings are calculated in Active Assist recommendations</span></a></li> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Get started</span> </div></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Quickstarts</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/recommender/docs/quickstart-recommendation-hub" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /recommender/docs/quickstart-recommendation-hub" track-type="bookNav" track-name="click" track-metadata-eventdetail="/recommender/docs/quickstart-recommendation-hub" ><span class="devsite-nav-text" tooltip>Find recommendations in the Recommendation Hub</span></a></li><li class="devsite-nav-item"><a href="/recommender/docs/quickstart-incontext" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /recommender/docs/quickstart-incontext" track-type="bookNav" track-name="click" track-metadata-eventdetail="/recommender/docs/quickstart-incontext" ><span class="devsite-nav-text" tooltip>Find recommendations in context</span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Using the API</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/recommender/docs/enable-api" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /recommender/docs/enable-api" track-type="bookNav" track-name="click" track-metadata-eventdetail="/recommender/docs/enable-api" ><span class="devsite-nav-text" tooltip>Enable the API</span></a></li><li class="devsite-nav-item"><a href="/recommender/docs/use-api" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /recommender/docs/use-api" track-type="bookNav" track-name="click" track-metadata-eventdetail="/recommender/docs/use-api" ><span class="devsite-nav-text" tooltip>Recommendations</span></a></li><li class="devsite-nav-item"><a href="/recommender/docs/insights/use-api" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /recommender/docs/insights/use-api" track-type="bookNav" track-name="click" track-metadata-eventdetail="/recommender/docs/insights/use-api" ><span class="devsite-nav-text" tooltip>Insights</span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Recommendation Hub</span> </div></li> <li class="devsite-nav-item"><a href="/recommender/docs/recommendation-hub/find-recommnedation-hub" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /recommender/docs/recommendation-hub/find-recommnedation-hub" track-type="bookNav" track-name="click" track-metadata-eventdetail="/recommender/docs/recommendation-hub/find-recommnedation-hub" ><span class="devsite-nav-text" tooltip>Find the Recommendation Hub</span></a></li> <li class="devsite-nav-item"><a href="/recommender/docs/recommendation-hub/adjust-scope" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /recommender/docs/recommendation-hub/adjust-scope" track-type="bookNav" track-name="click" track-metadata-eventdetail="/recommender/docs/recommendation-hub/adjust-scope" ><span class="devsite-nav-text" tooltip>Adjust the scope of your recommendations</span></a></li> <li class="devsite-nav-item"><a href="/recommender/docs/recommendation-hub/dashboard-overview" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /recommender/docs/recommendation-hub/dashboard-overview" track-type="bookNav" track-name="click" track-metadata-eventdetail="/recommender/docs/recommendation-hub/dashboard-overview" ><span class="devsite-nav-text" tooltip>Dashboard overview</span></a></li> <li class="devsite-nav-item"><a href="/recommender/docs/recommendation-hub/find-recommendations" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /recommender/docs/recommendation-hub/find-recommendations" track-type="bookNav" track-name="click" track-metadata-eventdetail="/recommender/docs/recommendation-hub/find-recommendations" ><span class="devsite-nav-text" tooltip>Find recommendations</span></a></li> <li class="devsite-nav-item"><a href="/recommender/docs/recommendation-hub/share-recommendations" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /recommender/docs/recommendation-hub/share-recommendations" track-type="bookNav" track-name="click" track-metadata-eventdetail="/recommender/docs/recommendation-hub/share-recommendations" ><span class="devsite-nav-text" tooltip>Share recommendations</span></a></li> <li class="devsite-nav-item"><a href="/recommender/docs/recommendation-hub/apply-dismiss-restore-recommendations" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /recommender/docs/recommendation-hub/apply-dismiss-restore-recommendations" track-type="bookNav" track-name="click" track-metadata-eventdetail="/recommender/docs/recommendation-hub/apply-dismiss-restore-recommendations" ><span class="devsite-nav-text" tooltip>Apply, dismiss, and restore recommendations</span></a></li> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Insights and recommendations</span> </div></li> <li class="devsite-nav-item"><a href="/recommender/docs/insights/using-insights" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /recommender/docs/insights/using-insights" track-type="bookNav" track-name="click" track-metadata-eventdetail="/recommender/docs/insights/using-insights" ><span class="devsite-nav-text" tooltip>Insights</span></a></li> <li class="devsite-nav-item"><a href="/recommender/docs/key-concepts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /recommender/docs/key-concepts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/recommender/docs/key-concepts" ><span class="devsite-nav-text" tooltip>Recommendations</span></a></li> <li class="devsite-nav-item"><a href="/recommender/docs/opt-out" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /recommender/docs/opt-out" track-type="bookNav" track-name="click" track-metadata-eventdetail="/recommender/docs/opt-out" ><span class="devsite-nav-text" tooltip>Opt out of insights and recommendations</span></a></li> <li class="devsite-nav-item"><a href="/recommender/docs/viewing-logs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /recommender/docs/viewing-logs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/recommender/docs/viewing-logs" ><span class="devsite-nav-text" tooltip>View logs</span></a></li> <li class="devsite-nav-item"><a href="/recommender/docs/audit-logging" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /recommender/docs/audit-logging" track-type="bookNav" track-name="click" track-metadata-eventdetail="/recommender/docs/audit-logging" ><span class="devsite-nav-text" tooltip>Use Cloud Audit Logs for Recommender</span></a></li> <li class="devsite-nav-item"><a href="/recommender/docs/bq-export/export-recommendations-to-bq" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /recommender/docs/bq-export/export-recommendations-to-bq" track-type="bookNav" track-name="click" track-metadata-eventdetail="/recommender/docs/bq-export/export-recommendations-to-bq" ><span class="devsite-nav-text" tooltip>Export insights and recommendations to BigQuery</span></a></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Transparency and Control Center</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/recommender/docs/transparency-and-control-center/audit-logging" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /recommender/docs/transparency-and-control-center/audit-logging" track-type="bookNav" track-name="click" track-metadata-eventdetail="/recommender/docs/transparency-and-control-center/audit-logging" ><span class="devsite-nav-text" tooltip>Audit logging</span></a></li><li class="devsite-nav-item"><a href="/recommender/docs/transparency-and-control-center/exporting-data" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /recommender/docs/transparency-and-control-center/exporting-data" track-type="bookNav" track-name="click" track-metadata-eventdetail="/recommender/docs/transparency-and-control-center/exporting-data" ><span class="devsite-nav-text" tooltip>Data export</span></a></li><li class="devsite-nav-item"><a 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class="devsite-nav-text" tooltip>Use Recommendations for Infrastructure as Code</span></a></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Active Assist at scale</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/recommender/docs/patterns-for-using-active-assist-at-scale" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /recommender/docs/patterns-for-using-active-assist-at-scale" track-type="bookNav" track-name="click" track-metadata-eventdetail="/recommender/docs/patterns-for-using-active-assist-at-scale" ><span class="devsite-nav-text" tooltip>Patterns for using Active Assist at scale</span></a></li><li class="devsite-nav-item"><a 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Assist</span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-external"><a href="https://cloud.google.com/blog/topics/developers-practitioners/automated-cleanup-unused-google-cloud-projects/" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: https://cloud.google.com/blog/topics/developers-practitioners/automated-cleanup-unused-google-cloud-projects/" track-type="bookNav" track-name="click" track-metadata-eventdetail="https://cloud.google.com/blog/topics/developers-practitioners/automated-cleanup-unused-google-cloud-projects/" ><span class="devsite-nav-text" tooltip>Automated Cleanup of Unused Google Cloud Projects</span><span class="devsite-nav-icon material-icons" data-icon="external" data-title="External" aria-hidden="true"></span></a></li> </ul> <ul class="devsite-nav-list" menu="Technology areas" aria-label="Side menu" hidden> <li class="devsite-nav-item"> <a href="/docs/ai-ml" 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class="devsite-article-body clearfix devsite-no-page-title"> <h1 id="what-is-active-assist" data-text="What is Active Assist" tabindex="-1">What is Active Assist</h1> <p>Active Assist refers to the portfolio of tools used in Google Cloud to generate recommendations and insights to help you optimize your Google Cloud projects. This includes recommenders that generate recommendations and insights and analysis tools.</p> <iframe class="devsite-embedded-youtube-video" data-video-id="A2VgO5N_B7g" data-autohide="1" data-showinfo="0" frameborder="0" allowfullscreen> </iframe> <h2 id="recommenders_and_recommendations" data-text="Recommenders and Recommendations" tabindex="-1">Recommenders and Recommendations</h2> <p>Recommenders generate recommendations that fall into six value categories that can help you optimize your cloud in a variety of ways.</p> <p><img src="/static/recommender/docs/images/valuepillars.png" alt="Recommendation Categories" class="screenshot"> </p> <p>See <a href="/recommender/docs/key-concepts#recommendations">Recommendations</a> and <a href="/recommender/docs/overview">Recommenders</a> for a detailed explanation of these concepts.</p> <h2 id="grant_permissions_to_view_and_update_recommendations_and_insights" data-text="Grant permissions to view and update recommendations and insights" tabindex="-1">Grant permissions to view and update recommendations and insights</h2> <p>Each <a href="/recommender/docs/recommenders">recommender</a> and <a href="/insights/insight-types">insight type</a> has specific roles and permissions to control access to its recommendations and insights. In order to enable users to review and assess these recommendations and insights, they will include some metadata about resources. Granting these permissions provides users with a partial view of the resource's metadata. This partial view of data is particularly important to consider if you are using custom roles to grant permissions.</p> <p>For example, the Identity and Access Management recommender provides recommendations about permissions. Members that have the <code translate="no" dir="ltr">recommender.iamPolicyRecommendations.get</code> and <code translate="no" dir="ltr">recommender.iamPolicyRecommendations.list</code> permissions can also see information about your IAM policy bindings.</p> <p>Ensure that you have the <a href="/recommender/docs/recommendation-hub/find-recommnedation-hub#before_you_begin">necessary roles and permissions</a> to view recommendations.</p> <h2 id="find_recommendations_and_insights" data-text="Find recommendations and insights" tabindex="-1">Find recommendations and insights</h2> <p>Each recommender lets you view and manage its recommendations and insights using one or more of the following clients:</p> <ul> <li>Recommendation Hub</li> <li><em>In context</em> using the service's user interface (UI) in the Google Cloud console</li> <li>REST API or Google Cloud CLI</li> </ul> <p>For details about recommenders and supported clients, see <a href="/recommender/docs/recommenders">Recommenders</a>.</p> <h3 id="view-recommendations-in-recommendation-hub" data-text="View recommendations in Recommendation Hub" tabindex="-1">View recommendations in Recommendation Hub</h3> <aside class="beta"> <p> <strong> Preview — Recommendation Hub </strong> </p> <p> This feature is subject to the "Pre-GA Offerings Terms" in the General Service Terms section of the <a href="/terms/service-terms#1" track-type="commonIncludes">Service Specific Terms</a>. Pre-GA features are available "as is" and might have limited support. For more information, see the <a href="/products#product-launch-stages" track-type="commonIncludes">launch stage descriptions</a>. </p> </aside> <p><a class="button button-primary" href="https://console.cloud.google.com/home/recommendations" target="console" track-name="consoleLink" track-type="task" track-metadata-position="body" track-metadata-event-detail="home/recommendations" >View your recommendations</a> </p> <p>Certain recommendations such as the IAM Recommendation require different levels of permissions to view. For more information, see the guide for the specific Recommendation that you are looking for.</p> <h2 id="manage_recommendations_and_insights" data-text="Manage recommendations and insights" tabindex="-1">Manage recommendations and insights</h2> <p>In Recommendation Hub, you can choose to apply or dismiss the recommendations. Some recommendations can be applied automatically, while other recommendations require additional steps to complete. Any additional steps will appear in the details panel.</p> <h2 id="apply_recommendations" data-text="Apply recommendations" tabindex="-1">Apply recommendations</h2> <p>Before applying recommendations, ensure that they are reviewed by someone who can properly assess the impacts of changes.</p> <p>Recommender provides information on direct <a href="/recommender/docs/key-concepts#impact">impacts</a> in areas such as cost, performance, or security. Recommendation reviewers should have a holistic understanding of your infrastructure and processes so that other business-specific impacts are considered.</p> <aside class="warning"><b>Warning:</b> <p>Before applying recommendations in the Google Cloud console or using the API, ensure that impacts are assessed by a reviewer. The reviewer should have the knowledge to assess impacts identified in recommendations, as well as impacts specific to your infrastructure and business. Applying recommendations without proper assessment could result in unexpected changes, such as issues with system performance, poor reliability, or loss of required permissions. If you choose to apply recommendations without human review, ensure that you have set up a rollback process before making any changes.</p> </aside> <h2 id="get_started_with_recommendations" data-text="Get started with recommendations" tabindex="-1">Get started with recommendations</h2> <p>Recommendations are an easy way to optimize your cloud to help you maintain a secure and cost effective workspace. 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