Beverage Retailer
Modernizing data operations for scale and operational excellence
Our client is a leading CPG and retail innovator specializing in flavored beverages. Operating through D2C e-commerce, they expanded into major retail partnerships in 2018, reaching customers across the United States. They rapidly scaled from startup to enterprise level, causing various operational challenges. Hiflylabs helped standardize their data operations to serve both customers and their financial reporting needs better, enabling further growth.
50%
reduction in operational costs
End-to-End
integration across critical platforms
Challenge
During rapid scale-up, startups often outpace their operational infrastructure. Our client's data operations—spanning inventory, orders, shipping, and financial reporting—had become overwhelmed by increasing complexity and volume. This led to data quality issues and unreliable reporting, compromising business decisions and profitability. The organization urgently needed to standardize its data processes. Hiflylabs addressed these challenges by implementing enterprise-grade solutions to replace legacy systems.
Solution
We implemented a new, comprehensive data architecture, overhauling previous processes. First, we streamlined the data infrastructure and reduced operational costs by half by migrating from Redshift to Snowflake. Our custom ingestion pipeline integrated Shopify data from both API and webhook sources, providing stable historical data alongside real-time insights. We revamped core business reporting for transparency and accuracy, developing a flexible data mart that enables filtering across multiple dimensions—users, orders, products, and product attributes. The solution unified previously disconnected systems, creating an end-to-end operational chain linking Shopify, Shipstation, fulfillment, and accounting processes. Through dbt implementation, we standardized custom ERP processes, replacing a years-old, custom-built legacy system with an enterprise-grade solution complete with security modules. This transformation supported detailed inventory analytics and financial reporting, delivering a unique, integrated data ecosystem tailored to our client's needs.
Services
Comprehensive Financial Reporting System
Enterprise-Ready Data Infrastructure
Inventory Analytics
Alerting Monitoring
Data Enrichment
Python Microservices
Industries
Retail and CPG
Technologies
Snowflake
dbt
Power BI
Amplitude
Monte Carlo
Python
Duplo Cloud
Hex
Kubernetes
AWS
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