Lifecycle Insights for Qlik
Lifecycle Insights provides analytics over analytics and displays an overview of the development lifecycle and usage patterns of your analytics.
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Available for Qlik Sense/Cloud (apps) and Power BI Web (reports).
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Make sure to have Soterre Helper turned on and have your apps versioned in Soterre.
Make sure to configure AI in Options if you want to generate summaries in Lifecycle Insights.
Prerequisites
- Lifecycle Insights provides an overview of your current app (e.g., in your development environment) and a matching app that was deployed to any other environment (instance/tenant/stream/space). Make sure to have all target environments versioned in Soterre to see the matching app summary.
- Make sure to have Operations Monitor configured for your Soterre node.
Find Operations Monitor app and copy its ID. Follow Soterre > Edit Environment > Operations Monitor App ID and save the Operations Minitor ID.
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Configure Oper Monitor ID in Soterre
Find Lifecycle Insights
Navigate to Soterre DevOps Analytics's context menu and find Lifecycle Insights.

Soterre DevOps Analytics: Lifecycle Insights in extension context menu
Select the Endpoint app
In the Endpoint App Usage Summary section, select the Endpoint app that was deployed/published to any target environment/tenant/stream/space from the dropdown. The values in the list are narrowed down to only return relevant apps - either deployed or published copies of the current 'development' app.

Soterre DevOps Analytics: Lifecycle Insights.
Explore Development Summary section
The Development Summary section offers a snapshot of the currently opened app's latest changes, including:
- Last modification date & author;
- Soterre deployment timestamp & the number of deployment events;
- The most recent QSDA Pro inspection & the number of QSDA Pro flags;
- The number of development iterations & unique developers involved;
- External tickets references.
This allows for quick identification of recent activities and potential issues.
The yellow section will display suggestions based on the activity of the current vs. the endpoint app:
- Version comparison to identify whether the Endpoint app was changed in its direct location;
- Granular comparison on the sheets & bookmarks level;
- QSDA Pro inspection suggestion.
Click on the suggestion to expand the description and gain more details.

Soterre DevOps Analytics: Lifecycle Insights. Development Summary
Explore Endpoint App Usage Summary section
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To view the app usage data, configure your Operations Monitor app in Soterre.
The Endpoint App Usage Summary offers the ability to select any matching app that was deployed/published to any target environment/tenant/stream/space.
- App's usage rank relative to other apps on the same environment;
- Last reload timestamp;
- Detailed statistics on the number of sheets & bookmarks;
- A breakdown of unique users over the past 90, 180, or 365 days, providing insights into user adoption and engagement trends.

Soterre DevOps Analytics: Lifecycle Insights. Endpoint App Usage Summary
Generate summaries using Ask AI
Find Ask AI buttons from Development Summary and Endpoint App Usage Summary sections. The output, generated by the AI model configured in Soterre DevOps Analytics Options, will be a human-readable summary

Soterre DevOps Analytics: Ask AI in Lifecycle Insights. Development Summary

Soterre DevOps Analytics: Ask AI in Lifecycle Insights. Endpoint App Usage Summary
Prompts for both usa cases designed to summarize available information about both apps and provide actionable recommendations, if applicable.
Note that every prompt is configurable in Options.
