Leveraging Full Potential of the Data Lake

Samuel Jaideep

Associate Product Architect

Hari Prasad

Associate Software Developer

Data Science teams at a large biopharma organization face multiple challenges while creating data packs, which is a prerequisite for their models. The prolonged data pack creation timeline occurs due to the lack of an intuitive way of building data packs and dependency on advanced skill sets. 

Data Analysts spend a lot of time on code-driven feature engineering and exploratory data analysis as data profile availability is low. They also have additional challenges like;

  1. Pulling data from varied data sources
  2. To be on par with the technical skills to build a model or generate desired insights
  3. Maintaining and tracking end-to-end processes from building pipelines to scheduling them
  4. Collaborating b/w fellow data scientists on the developed pipelines
  5. Keeping the infra cost lower through the process

D Cube Analytics has customized a product with a lot of additional features to not only address the foregoing challenges but also to spread across governance and security of the data, and we call it DDS IRIS™. 

DDS IRIS™ solution components are based on the following major pillars;

  1. Infrastructure & Security
  2. Data Management
  3. Collaboration

The Outcomes / Impact that DDS IRIS™  has created is listed below;

  1. Building a data pipeline with an intuitive UI helps Data onboarding, Pipeline Creation, and Scheduling the pipelines more quickly and efficiently. With DDS IRIS™, the Pipeline creation will be 3X times faster
  2. DDS IRIS™ is loaded with lots of custom-built functions to get the results efficiently, and it creates a provision to add in client requested custom functionalities into the tool based on their use case
  3. Users can bring in their created SQL workflows and onboard them on DDS IRIS™ as simple as few clicks and will be able to share it with the desired user with ease
  4. DDS IRIS™ gives you the end-to-end picture of the entire scope of the workflow from creation, publishing results, and scheduling workflow all in one place


D Cube Analytics is an Integrated Data Sciences company focused on extracting transformational insights from syndicated, real world and digital data to increase revenue realization, avert revenue loss, enhance internal productivity and improve end user experience for global Pharmaceutical organizations.

D Cube is pioneering a Digital Transformation wave within BioPharma by leveraging new age tools and methodologies like Artificial Intelligence, Machine Learning and Robotic Process Automation to greatly improve the productivity of workforce and significantly enhancing speed to insight. Through this new age product-based approach to delivering analytics, we greatly reduce the cost and complexity of deployments and provide measurable value across multiple business functions.

Find out how D Cube can help you to elevate your market access intelligence and develop rigorous strategies that enable success in the market, throughout the product life cycle.


Reach out to us at info@dcubeanalytics.com for information and questions.