Data Wrangling for AI/ML

Nitish Kumar

Associate Product Architect

Madhusudhan Naidu

Product Engineer
One of the leading providers of machine vision, AI/ML solutions provider was in need of a robust Data Wrangling solution which would be leveraged for their multiple customer deployments in order for them to scale their Computer Vision as well as AI and ML solutions.

They faced several challenges while deploying their solution in customer sites including.

  1. Data not available in Consumable formats for their products.
  2. Data Quality challenges
  3. Need to understand the Data better and how the data is distributed before they could enable their solutions on Customer Site.

D Cube’s product (DDS IRIS™) resonated well with the core architecture of the Products and solutions offered and filled the Data engineering gap that the organization faced while deploying their solutions in the customer site and enabled them to easily scale their offering. DDS IRIS was customized to Business rules changes and multiple different customer landscapes.

D Cube leveraged the DDS IRIS solution and created following impact.

  1. Self Service and Intuitive Data Wrangling enabled the customer to reduce the deploy time by 40%.
  2. The solution was showcased to enable 3X reduction in when changing Business rules.
  3. The Current Architecture to store and retrieve the business rules was very complex and DDS IRIS enabled self-administration of Business rules.


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.


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