Pandora Shifts 1.2M Records to Salesforce in Four-Week Tech Overhaul

By Tyler Nguyen

TERNOPIL, Ukraine – April 23, 2026 – Global jewelry brand Pandora has completed a massive technological transformation, migrating over 1.2 million historical customer support records from Zendesk to Salesforce Agentforce (Service Cloud). The complex project, executed in just four weeks by the Ukrainian-based firm Help Desk Migration, consolidates Pandora’s disparate regional support hubs into a single, unified ecosystem, marking a significant step in the company's digital strategy.

This move represents a broader trend among large enterprises seeking to break down data silos and create a comprehensive, 360-degree view of their customers. For a global retailer like Pandora, which operates in over 100 countries, a fragmented customer service landscape can lead to inconsistent experiences and operational inefficiencies. The migration to Salesforce aims to resolve these challenges head-on.

"Moving to Salesforce allows us to better integrate customer service operations with other internal systems and create a more unified platform for managing customer interactions," the Pandora team stated in a release. "The platform provided flexibility, scalability, and the ability to customize workflows according to our business needs."

The Strategic Shift to a Unified Customer View

For large-scale enterprises, the decision to switch core platforms is driven by strategic necessity rather than simple preference. While Zendesk is a powerful tool for customer ticketing, many organizations eventually require the broader capabilities of an integrated Customer Relationship Management (CRM) platform. The migration enables Pandora to move beyond isolated support tickets and connect service data with sales, marketing, and other internal systems, a crucial step for delivering personalized customer experiences at scale.

This consolidation is a direct response to evolving consumer expectations. Modern shoppers anticipate seamless interactions, whether they are making a purchase online, visiting a store, or contacting support. By unifying its data on Salesforce, the jewelry giant gains deeper visibility into every customer touchpoint. This holistic view is essential for understanding customer behavior, anticipating needs, and building long-term loyalty.

The choice of Salesforce Service Cloud aligns with Pandora's need for a system that can grow with its global operations. The platform's reputation for high-level customization and scalability was a key factor, allowing the company to design specific workflows that match its unique business processes and prepare for future expansion without being constrained by technology.

Engineering a Flawless High-Stakes Migration

Transferring a database of 1.2 million records is far more complex than a simple “lift and shift” operation. Enterprise data migrations are notoriously difficult, with industry reports from analysts like Gartner indicating that over 80% of such projects run over time or over budget due to unforeseen technical hurdles. The primary challenges often involve ensuring data quality, managing system compatibility, and minimizing business disruption.

Help Desk Migration, a service by Relokia, navigated these risks by employing a meticulous, engineering-led strategy. The team adopted an iterative, sandbox-first approach, a best practice for de-risking complex IT projects. They conducted five exhaustive demo transfers in a secure staging environment that mirrored Pandora’s live system. These tests allowed technicians to meticulously verify complex data field maps and proactively identify potential conflicts between the legacy Zendesk data and the new Salesforce environment before the final cutover.

"Before beginning the migration, we went through several preparation steps," Pandora noted. "These included obtaining data and security approvals for the migration tool, defining the data retention period, and deciding how much historical data needed to be retained in Salesforce."

One of the most significant technical hurdles emerged from Salesforce's own internal logic. Active system triggers and automated backend rules, designed to maintain data integrity during normal operations, initially blocked the bulk import of historical records. To resolve this, Help Desk Migration’s engineers temporarily suspended these complex rules. This allowed the vast repository of Zendesk tickets, call recordings, and side conversations to populate the new system without triggering errors. Once the data was successfully transferred and verified, the rules were re-enabled to ensure full operational integrity for the go-live.

The Growing Role of Niche Migration Specialists

The successful and rapid completion of this project highlights a significant trend in the tech industry: the increasing reliance on specialized firms for high-stakes digital transformation projects. Rather than tasking internal IT teams or large, generalist consulting firms, global brands like Pandora are turning to niche experts who possess deep, domain-specific knowledge.

Help Desk Migration's focus exclusively on customer support data transfers gives it an advantage in navigating the unique intricacies of platforms like Zendesk and Salesforce. This specialization enables a level of efficiency and problem-solving that is difficult to replicate. Completing the entire migration—from initial consulting and license setup to the final data transfer and troubleshooting—within a four-week window is a testament to this focused expertise.

The support provided extended beyond the automated tool itself. "The Help Desk Migration team provided excellent support throughout the process," Pandora's team added. "They were very responsive to our questions and helped resolve issues quickly. Their guidance played a significant role in ensuring the migration was completed successfully."

With the new Agentforce platform now fully operational, Pandora is equipped to manage its global customer service demands on a scalable system that offers unprecedented insight into the customer journey. The strategic move not only enhances operational efficiency but also empowers the brand to deliver the consistent, high-quality service its worldwide customer base expects.