Technologies Used
The client, a leading provider of transformative technology solutions, advanced analytics, and clinical research services, operates in over 100 countries. Their intention lies in improving healthcare and achieving patient satisfaction. Being good at gathering and understanding data from different clinical trials, they use big data in healthcare to learn about diseases and viruses like COVID-19
The client faced challenges converting raw data into the desired format using manual SAS programming, leading to inefficiencies and limited capacity in diverse data handling. They sought applications of big data analytics in healthcare that simplifies extraction, transformation, and cleaning to ensure data readiness for research and machine learning projects. The goal was to achieve reusability and customization throughout the data-handling process while enabling adaptability for various data formats and sources
Challenges
Manual SAS programming caused delays in data conversion, hampering productivity
Extracting and converting data from diverse sources limited the analysis capabilities and affected overall decision-making
Inefficient data cleaning compromised quality, undermining research outcomes
Solution
Transformed large and complex datasets efficiently using Trifacta, boosting productivity and accuracy
Streamlined reporting and data preparation with Trifacta’s UX, improving decision-making and time-to-insights
Seamlessly integrated Trifacta for simplified data migration, cleansing, and processing, resulting in streamlined workflows, one of the benefits of big data analytics in healthcare
Challenges
Manual SAS programming caused delays in data conversion, hampering productivity
Extracting and converting data from diverse sources limited the analysis capabilities and affected overall decision-making
Inefficient data cleaning compromised quality, undermining research outcomes
Solution
Transformed large and complex datasets efficiently using Trifacta, boosting productivity and accuracy
Streamlined reporting and data preparation with Trifacta’s UX, improving decision-making and time-to-insights
Seamlessly integrated Trifacta for simplified data migration, cleansing, and processing, resulting in streamlined workflows, one of the benefits of big data analytics in healthcare
Business Impact
Time optimization
60% reduction in processing time through Trifacta’s intuitive interface,leveraging the power of data analytics in healthcare. This translated to accelerated data extraction, processing, and report generation, significantly enhancing the organization’s time-to-value and operational efficiency
Improved data lifecycle
Seamless extraction and conversion of data from diverse sources by overcoming challenges of big data analytics in healthcare. This enriched the data pool significantly and broadened analysis capabilities, leading to more informed and insightful organizational decision-making
Elimination of intermediary databases
Streamlined processes and replaced inefficient data cleaning by skipping extraction from intermediary databases. This transformation bolstered the quality of data dedicated to research, yielding more dependable research outcomes
Why Kanerika?
Kanerika is a premier provider of data-driven software solutions and services that facilitate digital transformation. Specializing in Data Integration, Analytics, AI/ML, and Cloud Management, Kanerika prides itself on its expertise in employing cutting-edge technologies and agile methodologies to ensure exceptional outcomes. With a proven track record across various industries, Kanerika maintains rigorous quality standards, backed by ISO 27701 certification, SOC II, and GDPR compliance. As a distinguished partner of Microsoft, AWS, and Informatica, Kanerika’s commitment to innovation and strong partnerships positions it at the forefront of empowering businesses for their growth.
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