The Loyalty Analytics Base App license allows technical Consultants to access Loyalty analytics data with the limitation that administrators can analyze up to 10 million rows (D). This limitation is set to ensure system performance and scalability while providing sufficient data analysis capabilities for most loyalty program needs. Salesforce documentation on Loyalty Management and its integration with analytics tools would detail these limitations and provide best practices for managing and analyzing loyalty data within these constraints.

The new expiry date for the member after being upgraded to the Gold tier would be March 31, 2024. In Salesforce Loyalty Management, when a member is upgraded to a new tier, the expiry date is set based on the tier's fixed model and period. Since the member was upgraded on March 16, 2023, and the period is one year, the new expiry date aligns with the end of the month following the one-year anniversary of the upgrade, which is March 31, 2024.

Personalized benefits for each Loyalty Program member can be displayed On the Member Benefit Related List, linked to Loyalty Program Member (B). This related list can be configured on the Loyalty Program Member page layout to show the specific benefits that a member is entitled to, based on their tier and personalized criteria. This setup allows for a clear and organized display of benefits, making it easy for members and administrators to understand the perks associated with each member's status.

To restore expired points for a member in a Loyalty program with a fixed model expiration for non-qualifying points and set them to expire in the next two months, the Member Services Agent should:
* Use 'Adjust Points' action on Loyalty Program Member page to credit points and select the Points Expiration Date as two months from the current date (B): This action allows for the direct adjustment of the member's points balance, including the ability to specify a new expiration date for the credited points. It's a straightforward and effective way to restore expired points and set a new expiration date, aligning with the member's request.
Deleting the transaction journal that expired the points (option A), editing the 'Credit' ledgers (option C), or editing the Loyalty Member Currency record (option D) are not standard practices for restoring expired points and setting a new expiration date in Salesforce Loyalty Management.
Salesforce documentation on Loyalty Management would detail the process for adjusting points, including how to handle requests for restoring expired points and setting new expiration dates, ensuring member satisfaction and program integrity.

When using extensive Data Processing Engine (DPE) jobs to modify Salesforce data at scale, the two limits that should be monitored are:
* Option A "Record Storage Limits," as extensive data processing and modification can significantly impact the volume of data stored in Salesforce, potentially reaching storage capacity limits.
* Option C "Data Pipeline Limits," since DPE jobs involve data processing tasks that may be constrained by the limits of Salesforce's data processing capabilities and resources.