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Scheduled Stage and Production Deployments Using GenAI Models in AEM Cloud Manager

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Level 2

5/1/25

Request for Feature Enhancement (RFE) Summary: Scheduled Stage and Production Deployments Using GenAI Models in AEM Cloud Manager
Use-case:

We request the development of a feature in Adobe Experience Manager (AEM) Cloud Manager that leverages Generative AI (GenAI) models to enable scheduled Stage and Production deployments ( at the time as scheduled by the DevOps team ). This feature would allow DevOps/Support team to trigger stage and production deployments at specific times through GenAI-based workflows.

Key Benefits:

  1. Reduction in manual effort : The biggest advantage of this feature would be - a great reduction / savings of manual hours of the AEM support team/application team in the monitoring of deployments , and reduction in the waiting times ( incurred by the support team while code is being deployed in Stage and Prod ).
  2. Automated Scheduling: Application teams can set precise deployment times, ensuring updates occur during optimal windows, such as off-peak hours, minimising disruption.
  3. Enhanced Efficiency: GenAI models streamline the deployment process, reducing manual intervention and potential errors.
  4. Predictive Analytics: Utilize GenAI to analyze past deployment data and suggest optimal times for future deployments, enhancing overall system performance.
  5. Customizable Workflows: Tailor deployment workflows to meet specific organizational needs, providing flexibility and control over the deployment process.
  6. Improved Reliability: Scheduled deployments ensure consistency and reliability, with GenAI models monitoring and adjusting workflows as needed.

Implementation Details:

  • Integration with AEM Cloud Manager: Seamlessly integrate GenAI models within the existing AEM Cloud Manager framework.
  • User Interface: Develop an intuitive UI for scheduling deployments, allowing users to easily configure and manage deployment times.

This feature will significantly enhance the deployment capabilities of AEM Cloud Manager, offering users a powerful tool to manage Stage and Production deployments efficiently and effectively, saving man hours during the deployment process.

Current/Experienced Behavior: There is no such workflow/feature available in AEMaaCS as of now for scheduled deployments.
Improved/Expected Behavior: Develop a feature in Adobe Experience Manager (AEM) Cloud Manager that leverages Generative AI (GenAI) models to enable scheduled Stage and Production deployments ( at the time as scheduled by the DevOps team ), resulting in saving of manual efforts/hours during the deployments and enhanced efficiency.
Environment Details (AEM version/service pack, any other specifics if applicable): AEM as a Cloud Service ( AEMaaCS )
Customer-name/Organization name: UnitedHealth Group ( UHG )
Screenshot (if applicable): N/A
Code package (if applicable): N/A