Penguin Solutions Unifies Data Infrastructure Across Multiple Acquisitions in Three Weeks

Meet Penguin Solutions

Penguin Solutions (formerly SMART Global Holdings) is a public company providing enterprise computing infrastructure including intelligent platform solutions, integrated memory, and optimized LED business. The company serves global customers across data analytics, artificial intelligence, machine learning, and high-performance computing applications.

The Challenge 

Penguin Solutions rapidly grew through company acquisitions, leaving them with multiple redundant systems and siloed data across entities. Four separate Salesforce instances, each with its own data model, custom fields, and support team, drove licensing and maintenance costs through the roof. Sales leadership had no unified view of customer interactions across business units, so cross-sell opportunities and inventory coordination fell through the cracks. Finance manually stitched together data from disconnected systems and taxonomies, producing reports that arrived late and carried a higher risk of error.

A Salesforce account renewal deadline was closing in, and it was the moment to consolidate. But traditional integrators quoted 12+ months and millions of dollars, a timeline that would blow past the renewal window and lock in another year of redundant costs.

The Solution

Turgon paired AI agent-led account reconciliation with human validation to merge two of Penguin's four Salesforce instances before the deadline. AI agents analyzed ~19,000 account groups across both instances, matching customers using website domain data instead of relying on name-matching alone, and scoring each match by confidence so stewards could focus review time on lower-confidence pairings, while high-confidence matches proceeded automatically. 

The agents inferred the full data ontology, mapping parent-child relationships and sorting every account into one of nine reconciliation scenarios for Turgon's engineers and Penguin's stakeholders to validate together. Both CRM instances stayed live and fully operational while Turgon normalized the data models and migrated every object, attachment, and file into a single unified org.

With the account master in place, Turgon built a Snowflake warehouse on a bronze/silver/gold architecture over AWS S3, then connected ThoughtSpot for real-time dashboards spanning the full portfolio.

Turgon Solutions

• Data Quality and Governance
• Data Ontology and Lineage
• Multi-CRM System Consolidation
• Data Warehouse Build & Migration (Snowflake)
• Real-Time Analytics Integration (ThoughtSpot)

The Results

Penguin Solution's CIO, Srini Tanikella, has led enterprise IT initiatives over the past three decades. What he saw Turgon deliver was unprecedented in timeline and cost, but also in rebuilding their enterprise architecture to set them up for future acquisitions and AI integrations. 

Consolidated data and analytics in 3 weeks

• Full consolidation and live BI dashboards landed in three weeks vs 12 months, and required minimal stakeholder time, with no disrupted deals and no system downtime. 

Millions in IT cost reduction

• Penguin is decommissioning the redundant Salesforce CRM licenses, capturing millions in annual savings and eliminating the admin overhead of maintaining them.

Trusted governed data foundation

• The unified account master gives sales leadership one governed view of every customer in real-time to unlock cross-sell opportunities. 

AI-ready architecture 

• The Snowflake warehouse and documented semantic data model give Penguin a governed foundation any AI or analytics initiative can easily build on.