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Methods for Managing Environment-specific Configurations:

Host names: Identifies different environments but does not manage configuration differences.

Runmodes: Allows environment-specific configurations and script loading.

Adobe Target: Personalization tool, not for managing script environments.

Replication Agent: Manages content replication, not environment-specific script loading.

Requirement Analysis:

The customer needs to load different tag manager scripts based on the environment (Dev, QA, Production).

Solution Explanation:

Runmodes: AEM's runmodes feature allows for different configurations based on the environment. Scripts can be conditionally loaded using runmodes, ensuring that each environment loads the appropriate script.

References:

Adobe Experience Manager documentation on runmodes provides guidance on configuring environment-specific settings and scripts, ensuring correct script loading for Dev, QA, and Production environments.

To integrate Adobe Sensei with AEM for the Smart Tag feature, the Business Practitioner should use theSmart Content Service configuration.

Adobe Sensei Integration: Adobe Sensei provides AI-powered services, including smart tagging, which automatically tags assets based on their content.

Smart Content Service: AEM's Smart Content Service leverages Adobe Sensei to automatically generate tags for assets, improving asset discoverability and management.

Configuration: The Smart Content Service configuration in AEM allows you to integrate and enable Adobe Sensei for smart tagging.