Scalable Data Lake for Enterprise Analytics

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Scalable Data Lake for Enterprise Analytics

SiriusOne developed a cloud-native data lake to centralize enterprise data, enabling real-time analytics and AI-driven insights. The solution improved data governance, security, and accessibility across the organization.
Tech Stack: AWS S3, Glue, Athena, Redshift, Kinesis, Apache Spark
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Client & Project Overview:

A global enterprise with multiple business units struggled to manage its growing data landscape. Different departments operated in silos, making data accessibility and cross-functional analytics a major challenge. The client sought a unified data infrastructure to store, process, and analyze structured and unstructured data at scale.

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Business Challenge:

Traditional data warehouses were insufficient for handling the sheer volume of incoming data. The organization needed a scalable solution that could accommodate real-time analytics and AI-driven insights.

The client faced multiple roadblocks:

  • Data Silos Across Departments: Each team stored its data independently, preventing seamless collaboration and holistic analytics.
  • Slow Query Performance: Analysts often waited hours—or even days—for reports due to inefficient query execution on legacy systems.
  • Compliance & Governance Gaps: Without a centralized governance framework, the client struggled to enforce security policies and regulatory compliance.

Solution:

This cloud-native approach allowed data scientists, analysts, and executives to access insights in real-time, empowering data-driven decision-making.

SiriusOne implemented a scalable data lake using AWS services, ensuring seamless ingestion, storage, and querying:

  • Unified Data Storage: AWS S3 acted as the foundation for structured, semi-structured, and unstructured data.
  • Automated Data Ingestion & Processing: AWS Glue handled ETL pipelines, ensuring raw data transformation for analytics.
  • Real-Time Streaming & Querying: AWS Kinesis and Redshift enabled real-time analytics, delivering instant insights to business teams.
  • Data Governance & Security: A robust governance framework was established to ensure regulatory compliance and controlled data access.

Results:

  • 30% Faster Data Access & Querying
  • 40% Improvement in Business Intelligence Insights
  • Unified Governance & Compliance Across Departments

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