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Case Study

Streamlining Data Ingestion with Metadata-Driven Framework

No of Users

1500+

Project Duration

6+ Months

About Client

Our client is a globally recognized brand in the beverage industry, known for its carbonated soft drinks and a wide range of other beverages. With a presence in over 200 countries, the brand continues to innovate, diversify its product offerings, and focus on sustainability and health-conscious alternatives to meet the needs of a global and health-aware consumer base.

“The Self-Service Portal is a game-changer for our team. Configuring pipelines without extensive coding has been a massive time-saver. The governance features, especially the Unity Catalog, have improved collaboration across teams while ensuring compliance. HexaCorp exceeded our expectations.”

— CTO

40%

Reduction in Development Time

85%

Faster On-boarding of New Data Assets

Project Synopsis

HexaCorp developed the Data Foundation Data Ingestion Framework, a comprehensive solution designed to extract and ingest data from diverse sources using a Self-Service UI Portal. The framework is built on a metadata-driven approach to simplify data engineering processes, reduce development time, and minimize maintenance efforts.

The Challenge

Encountered significant hurdles in configuring diverse Azure resources and ensuring seamless data governance across various layers.
Data Source Complexity: Managing multiple Azure services such as: Azure Data Factory (Orchestration and Acquisition), Azure Databricks and Delta Lake, Azure Data Lake Storage, Azure SQL Server, Key Vault, Logic Apps, Function Apps, Azure Service Bus, Event Grid, and Log Analytics.
Aligning data governance with team-specific roles to provide tailored permissions.
Managing schema evolution and incremental data loads across growing datasets.
Implementing Unity Catalog for metadata management and compliance across multiple workspaces.

The Solution

Designed a metadata-driven ingestion framework, enabling the configuration of pipelines and data assets via a user-friendly Self-Service UI Portal.
Integrated advanced error-handling, audit, and monitoring mechanisms to reduce downtime and manual interventions.
Leveraged Azure Data Factory for orchestrating data pipelines and enabling seamless integration with other Azure services.
Implemented Azure Databricks and Delta Lake for high-performance data processing and transactional consistency.
Utilized Azure Data Lake Storage for scalable and secure data storage with optimized read/write performance.
Secured sensitive configurations via Azure Key Vault, ensuring centralized and secure secret management.
Automated workflows using Azure Logic Apps and Function Apps to enhance efficiency.
Employed Azure Service Bus and Event Grid for reliable communication and orchestration between services.
Configured Azure Log Analytics for centralized logging, monitoring, and diagnostics.
Established a Unity Catalogue for centralized metadata and role-based access control(RBAC) to ensure secure, compliant data management.
Designed granular access controls aligned with team roles to improve governance and security.
Implemented data lineage and compliance tracking features to facilitate auditing and secure data sharing.
Automated pipeline instantiation to significantly reduce development and deployment time.
Designed a robust architecture for managing schema evolution and incremental data loads, minimizing maintenance overhead.
Established a scalable framework to support the seamless integration of new data sources without impacting existing processes.

The Result

The metadata-driven design reduced development time by enabling no-code configuration of pipelines.
Automation of error handling, monitoring, and pipeline instantiation decreased manual interventions and efforts.
Seamless integration of Azure services ensured consistent workflows and reduced delays.
RBAC enabled precise, role-specific data access permissions, ensuring compliance and mitigating security risks.
Centralized metadata management via Unity Catalogue simplified governance across workspaces.
Sensitive configurations were securely stored and accessed through Azure Key Vault.
Dynamic pipeline configurations allowed quick adaptation to new data sources.
Adoption of Delta Lake ensured optimized storage and retrieval, supporting increased data volumes with no performance degradation.
Robust error handling and logging mechanisms minimized downtime by promptly identifying and resolving issues.
Centralized monitoring improved operational reliability across all components of the framework.

Get in touch with HexaCorp

Contact us by mentioning your specific requirements in the form. We extremely value your time and dedication, we will reach out to you at the earliest possible.

HexaBot

Featured Case Study

Featured Case Study

Featured Case Study

Featured Case Study

Streamlining Data Ingestion with Metadata-Driven Framework

1500+

6+ Months

Technology and Services

Industries

“The Self-Service Portal is a game-changer for our team. Configuring pipelines without extensive coding has been a massive time-saver. The governance features, especially the Unity Catalog, have improved collaboration across teams while ensuring compliance. HexaCorp exceeded our expectations.”

— CTO

40%

Reduction in Development Time

85%

Faster On-boarding of New Data Assets

Project Synopsis

The Challenge

The Solution

The Result

Get in touch with HexaCorp