data standardisation solution

Scaling Data Accessibility and Security with Data Mesh

Exploring how Data Mesh transformed data management for a pharmaceutical leader, enhancing accessibility and security.

About client

Our client, a revered name in the pharmaceutical industry, is renowned for its unwavering commitment to research and development, consistently pioneering innovative treatments for serious health conditions. As a stalwart in the sector, the company has demonstrated a longstanding dedication to addressing global medical challenges, solidifying its position among industry leaders.

Business challenge

Facing the intricacies of managing vast data from diverse systems, the client encountered significant hurdles:

  • Rapid Access to Valuable Information: The delay in accessing critical data impeded timely decision-making.
  • Inefficient Data Management: The existing system struggled to meet the demands of concurrent work on different data sets by multiple teams.
  • Limited Data Utilization: The company grappled with effectively integrating data into business processes, hindering agile and responsive decision-making.

Team composition

Our project exhibited considerable flexibility, with several dozen developers involved at various phases. The team comprised:

  • Solution Architect
  • Data Warehouse Specialist
  • Up to 11 Software Developers and Data Engineers

This flexibility, coupled with Data Mesh’s inherent adaptability, enabled large teams to work effectively on data products.

Our solution

Embracing the Data Mesh architecture, our focus centered on standardizing and preparing data for analysis. This approach facilitated structured and efficient data handling across diverse domains within the organization. Notably, Data Mesh’s decentralized framework, coupled with robust data governance and security measures, aligned seamlessly with the stringent requirements of the healthcare and pharmaceutical industry.

Technology used in project


Snowflake, AWS, SDK, Python, DataOPS Live, and DBT

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Value we added

Our solution delivered tangible benefits:

  • Accelerated Data Delivery: Significantly reduced the time required for data delivery, ensuring timely access to critical information.
  • Scalability: Enhanced the organization’s capacity to scale data operations, accommodating growing data needs.
  • Improved Data Access and Security: Implemented robust data access management, balancing accessibility with stringent security measures.
  • Efficient Data Management: Streamlined data management, resulting in more effective utilization of data resources and agile decision-making.
  • Reusable Data Products: Facilitated the creation of reusable data products, reducing redundancy and increasing efficiency.
  • Client Benefits: Faster decision-making, reduced operational costs, and enhanced agility in responding to market changes.

Future perspective

Harnessing the power of Data Mesh, we anticipate a significant leap in predictive analytics and strategic insights. This includes a commitment to building scalable and adaptable data products tailored to evolving market demands and client requirements. This proactive approach not only enhances current capabilities but also positions us to meet future challenges and opportunities in the industry with informed and proactive business strategies.