Impact Delivered
95%
Enhanced Data Transformation Accuracy
70%
Achieved a Reduction in Costs through optimized queries
65%
Improved Data Governance Compliance
The Customer
The customer is a top cybersecurity firm that provides essential protection against digital threats to organizations globally. The company’s products are robust, and their tech is effective across devices and the cloud. Powered by AI and behavioral-based technology, the organizationis driven by hundreds of researchers, hunters, and innovators, all committed to delivering the best cyberprotection available anywhere.
The Challenge
Some of the key challenges encountered include:
The customer needed to manage diverse and complex data from multiple sources like Cleverbridge, 2Checkout, and Zuora for analytics and decision-making. The primary challenges included maintaining consistent practices across multiple teams, ensuring high-quality code to prevent faulty transformations, effectively monitoring data quality, and adequately documenting and sharing knowledge about data transformations and models. These issues complicated data operations and could lead to inefficiencies in data handling and decision-making processes.
The Solution
To address these challenges, CriticalRiver implemented a solution integrating DBT Cloud and Snowflake, which includes:
- DBT Cloud: Streamlines onboarding, manages Git repositories, integrates CI/CD for high code quality, simplifies collaboration through a unified platform, enhances data quality monitoring with logging and alerting, and provides comprehensive data documentation with a data catalog.
- Snowflake: Offers scalable data warehousing and enhances query performance.
- Amazon S3: Stores transformed data for reporting and decision-making purposes.
Solution Component
DBT Cloud, Snowflake, Amazon S3 integration
The Results
- Streamlined Operations: Unified data modeling and transformation processes
- Enhanced Productivity: Reduced context switching and manual configurations
- Improved Data Quality: Automated checks and alerts for early issue detection
- Effective Data Governance: Enforced data masking policies and compliance
- Agile Reporting: Enabled rapid and reliable data analytics and reporting
Are you looking for a similar solution?
You can also email us directly at contact@criticalriver.com