NCS Multistage is a global energy solutions provider, helping optimize well completions and field development strategies. To improve data accessibility and reporting efficiency, the client needed to migrate data stored in MS SQL Server, Oracle DB, and Pipedrive into Snowflake. The project involved building a secure, streamlined, and real-time data integration process.
The project aimed to migrate business-critical data from multiple sources to Snowflake, ensuring secure access and maintaining operational continuity. It also required strengthening security frameworks, setting up real-time data sync from Pipedrive, and managing the maintenance of existing Airflow DAGs to automate and monitor data flows effectively.
The project began with implementing Apache Airflow DAGs to schedule and manage ETL workflows efficiently. Airbyte was integrated to enable seamless real-time data migration from Pipedrive to Snowflake. A webhook system was developed, deployed on a secure server, and configured by whitelisting Pipedrive’s IP addresses to enable safe and continuous data syncing. Technologies such as Snowflake, Apache Airflow, Airbyte, and Python were strategically selected for their compatibility and performance capabilities in large-scale data operations. This approach ensured secure, real-time data migration and reduced manual intervention. The migration enhanced the client's business intelligence infrastructure, delivering faster access to clean, structured data for analytics and decision-making. Additionally, the enhanced security implementations safeguarded sensitive business data while ensuring compliance and operational efficiency.