30%

Decrease in accurate decision-making time​

37%

Increase in identifying customer needs​

55%

Reduction in manual effort and analysis time​​

Technologies Used

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spaCy

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scikit-learn

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TextBlob

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Tableau

Client Profile

The client is a leading conglomerate with a global presence and diversified operations across the electrical, automobile, construction, and FMCG sectors. Naturally, they recognize the need to leverage advanced technologies to automate data analysis and unlock valuable insights. They aim to enhance business performance reporting, enable agile decision-making, and identify growth opportunities for better business outcomes

Business Context

Over the years, the client had accumulated vast amounts of unstructured and qualitative data from various sources. The traditional manual approach to analyzing such data was time-consuming and prone to bias. Moreover, this approach could not effectively capture underlying trends, sentiments, and opportunities. Naturally, they sought a solution that harnessed the power of generative AI for reporting to automate data analysis, unlock valuable insights, and enable agile decision-making

Challenges

Challenges

Manual analysis of unstructured and qualitative data was prone to bias and unable to capture underlying trends​​


Lack of automated tools hindered the extraction of valuable insights from diverse data sources​​


Inability to integrate qualitative data with structured data limited the comprehensive analysis necessary for reporting​​


Solution

Deployed a generative AI for reporting solution using NLP, ML, and sentiment analysis models to process and analyze data​


Automated data collection and text analysis to extract insights from unstructured sources like market reports and industry analysis


Integrated the new platform with structured data sources and provided user-friendly reporting and visual interfaces​

Solutions

Challenges

Manual analysis of unstructured and qualitative data was prone to bias and unable to capture underlying trends​​


Lack of automated tools hindered the extraction of valuable insights from diverse data sources​​


Inability to integrate qualitative data with structured data limited the comprehensive analysis necessary for reporting​​


Solution

Deployed a generative AI for reporting solution using NLP, ML, and sentiment analysis models to process and analyze data​


Automated data collection and text analysis to extract insights from unstructured sources like market reports and industry analysis


Integrated the new platform with structured data sources and provided user-friendly reporting and visual interfaces​​

Business Impact

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Actionable Insights

Enabled identifying trends, sentiments, market opportunities, and competitive intelligence for informed decision-making and business growth

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Enhanced Efficiency

Reduced manual effort and analysis time significantly, enabling stakeholders to access insights on time

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Improved Decision-Making

Identified areas for improvement with greater precision by providing a holistic view of performance, combining qualitative insights and structured data integration

Strategic Agility

Activated proactive response to changing market dynamics and emerging opportunities, fostering a culture of agility and innovation

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Data-driven Communication

Facilitated effective communication and collaboration through accessible reports, visualizations, and insights, promoting data-driven discussions, ensuring alignment toward common goals

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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