Let's Talk

Databricks
Databricks Unity Catalog

Retail Enterprise Advances eCommerce and Loyalty Analytics Modernization on Google Cloud

How a global retail enterprise is transforming trusted customer data into personalized experiences that drive revenue, loyalty, and margin.

Executive summary

A global retail enterprise operating across more than 30 countries began modernizing its e-commerce and loyalty intelligence ecosystem as part of a broader migration from Azure to Google Cloud Platform (GCP). The organization needed to migrate workloads without disrupting analytics operations while maintaining governance, security, data integrity, and regional compliance requirements across multiple environments.

This case study explores how Wavicle is helping establish a trusted and governed data foundation for smarter retail growth.

Client profile

The client is a multinational retail enterprise with operations in 30+ countries and a large-scale eCommerce and loyalty ecosystem spanning digital and in-store channels.

Business problem

Modern retail experiences depend on connecting customer interactions across ecommerce, loyalty, mobile, and in-store channels.

However, the retailer faced several challenges that limited personalization and operational efficiency:

Fragmented data across channels and platforms
Broad promotions with limited targeting precision
Loyalty programs lacking behavioral intelligence
Limited visibility into customer engagement and buying patterns
Rising operational costs within the existing analytics environment

As part of its modernization strategy, the retailer decided to migrate from Azure to GCP to improve scalability and support AI-driven initiatives. However, the migration introduced additional concerns around governance, data integrity, security controls, and GDPR compliance while multiple environments operated in parallel.

The organization engaged Wavicle to reduce migration risk and establish a structured governance and validation framework for long-term analytics modernization.

Wavicle solution

Wavicle is helping modernize the retailer’s analytics ecosystem by migrating ecommerce and loyalty workloads from Azure to GCP while establishing a scalable and governed Lakehouse foundation.

Lakehouse architecture design and validation

Wavicle is designing and validating a scalable Lakehouse architecture on GCP to support marketing behavioral analysis, promotion forecasting, customer personalization, enterprise reporting, and machine learning workloads.

Governance framework implementation

Using Databricks Unity Catalog, Wavicle is implementing centralized governance capabilities including data lineage tracking, schema enforcement, row-level and column-level security, data masking, and Zero-Trust security controls to support regional compliance requirements across more than 30 countries.

Cloud platform setup and migration readiness

Wavicle is validating the target GCP platform built using Google Cloud Storage, Google Storage Transfer Service, Databricks, and Google Kubernetes Engine (GKE) to ensure workload stability and migration readiness.

Data validation framework development

To maintain consistency during migration, Wavicle is developing an automated framework to verify data consistency between Azure and GCP throughout the migration.

Technology stack

Google Cloud Platform (GCP)
Google Kubernetes Engine (GKE)
Google Storage Transfer Service
Databricks
Databricks Unity Catalog

Results

The modernization initiative is establishing the foundation for a more intelligent and connected retail ecosystem.

Seamless access to trusted, governed data on GCP for eCommerce and loyalty applications
Support for AI-driven personalization, marketing behavioral analysis, and promotion forecasting
Maintain governance, security, and data integrity across Azure and GCP during migration
Meet local compliance and GDPR requirements supported across multiple countries

Conclusion

The partnership between Wavicle and the global retail enterprise highlights the importance of trusted and connected customer intelligence in modern retail transformation.

By modernizing ecommerce and loyalty analytics on GCP, Wavicle is helping the organization establish a scalable foundation for AI-driven personalization, smarter marketing decisions, and long-term retail growth.

SERVICES

Offerings

Agentic AI-BI Capabilities

RETAIL

Retail​

HEALTH & WELLNESS

Healthcare

MANUFACTURING

Manufacturing​

FINANCIAL SERVICES

Financial Services ​

COMPANY

News

Behind the Badge: A New Milestone in Our Microsoft Data & AI Journey

CAREERS

CASE STUDIES

INSIGHTS

Retail Enterprise Advances eCommerce and Loyalty Analytics Modernization on Google Cloud

Executive summary

Client profile

Business problem

Wavicle solution

Technology stack

Results

Conclusion

Related Posts

Global QSR Ensures Uninterrupted Customer Exper...

Global QSR Improves Sales with Micro-Segmentation

Enterprise Databricks Cost Optimization for a G...

Global QSR Strengthens GCP Migration with Indep...

ARC and Wavicle Build Cloud-Based Solutions Tha...

Global QSR Deploys Enterprise-Scale Order Accur...

Global QSR Transforms File Recovery Through Pyt...

MRO eCommerce Company Accelerates Assortment Ma...

Talend ETL Rebuilt on AWS, Cutting Costs and De...

HVAC Manufacturer Uses EZForecast to Transform ...

Structured Power BI to Amazon Quick Sight Migra...

Financial Services Company Migrates from Tablea...

Global QSR Standardizes Shift Leadership Verifi...

From “We Think” to “We Know”: How BGR Found The...

Global QSR Saves $1 Million in Cloud Costs in 9...

Leading Auto Marketplace Eliminates 2,400+ Vuln...

Leading Auto Marketplace Unified Customer Data ...

Global Packaging Material Manufacturer Moderniz...

Turbocharging Voice of Customer Analytics Using...

Empowering Planners with Interactive Forecastin...

Global Packaging Material Manufacturer Streamli...

Global QSR Chain Strengthens Data Governance by...

Modernizing ESG Data for Resilience and Compliance

Healthcare Company Optimizes Cloud Costs in Pre...

Seamlessly Migrating 550+ Dashboards from Table...

Seamlessly Migrating 550+ Dashboards from Table...

Global Digital Platform Migrates from Tableau t...

Manufacturer Transforms Forecasting Process Wit...

HVAC Manufacturer Uses EZForecast to Transform ...

Ensemble Health Partners Modernizes Data Govern...

Standards Body Centralizes Supply Chain Data to...

U.S. Air Force Leverages Wavicle’s EZConvertBI ...

International Manufacturer Leverages Wavicle’s ...

Greenhouse Grower Improves Yield Predictions Th...

Rail Technology Services Provider Upgrades Anal...

Global Automotive Supplier Modernizes Reporting...

Retail Company Overhauls Data Strategy for Cent...

Greenhouse Grower Modernizes Data and Insights ...

Major Home Builder Leverages Snowflake to Catal...

Home Builder Leverages Data Strategy and Govern...

QSR Improves Sustainability Initiatives With Ac...

Pharmaceutical Company Leverages a Strategic Da...

International Coffee Chain Modernizes Business ...

Hotel Chain Enhances Customer Insights With Dev...

How Pilot Company is Reducing Costs, Accelerati...

Pilot Company Transforms Data Ecosystem to Unif...

Healthcare Product Supplier Launches Feature St...

Merchants Fleet Fuels Growth With Modern Data A...

Medical Equipment Manufacturer Saves Millions o...

Accelerating Store-Level Speed to Insight for P...

Automotive Supplier Leverages Data Modernizatio...

Increasing Production by 100x Through Digital T...

QSR Maximizes Franchise Performance Using BI Vi...

Manufacturer Unlocks Growth With Unified Custom...

Retail

Manufacturing

Financial Services