Dataiku Case Studies JK Lakshmi Cement: Enhancing Operational Efficiency with Dataiku

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	JK Lakshmi Cement: Enhancing Operational Efficiency with Dataiku Dataiku

JK Lakshmi Cement: Enhancing Operational Efficiency with Dataiku

Dataiku

Technology Category	Analytics & Modeling - Machine Learning Platform as a Service (PaaS) - Application Development Platforms
Applicable Industries	Cement Equipment & Machinery
Applicable Functions	Logistics & Transportation Procurement
Use Cases	Last Mile Delivery Time Sensitive Networking
Services	Data Science Services Training
Challenge	JK Lakshmi Cement, a decades-old manufacturing firm in the cement industry, was facing significant challenges in improving operational efficiency and accelerating analytics reporting. The company was bottlenecked by a lack of data- and tech-savviness, with only a few people tasked with building reports for the entire organization. This limited the number of reports that could be created, hindering the company's ability to make data-driven decisions. The team was also struggling with scarce and underutilized data experts, and their data processes lacked operationalization and the ability to make a strong business impact. They were in need of a platform that could boost the efficiency of its coders and allow for cross-team collaboration with line-of-business users. Read More
About Customer	JK Lakshmi Cement is a decades-old manufacturing firm in the cement industry. Despite being in a traditional industry, the company has shown a commitment to digital transformation, leveraging machine learning and AI to revolutionize the efficiency of its operations. The company was facing challenges in improving operational efficiency and accelerating analytics reporting due to a lack of data- and tech-savviness. However, with the implementation of Dataiku, JK Lakshmi Cement has been able to transform its operations, increase report production, and build a data culture within the organization. Read More
Solution	JK Lakshmi Cement embarked on a transformational journey with Dataiku to improve operational efficiency and accelerate analytics reporting. After evaluating several solutions, the company found that Dataiku could meet their needs, replace many of their existing tools, and integrate with their other systems. Once Dataiku was implemented, the company was able to increase their production of regular reports by over 300%, transforming teams across the company. The platform also enabled the company to build a data culture within the organization and move beyond reports and automation to new and exciting AI use cases. The flexibility and collaborative functionality of Dataiku allowed JK Lakshmi to explore solutions to common industry pain points in novel and creative ways, including customer churn and delivery prediction. Read More Log in to view content
Contents

Technology Category

Analytics & Modeling - Machine Learning

Platform as a Service (PaaS) - Application Development Platforms

Applicable Industries

Cement

Equipment & Machinery

Applicable Functions

Logistics & Transportation

Procurement

Use Cases

Last Mile Delivery

Time Sensitive Networking

Services

Data Science Services

Training

Challenge

JK Lakshmi Cement, a decades-old manufacturing firm in the cement industry, was facing significant challenges in improving operational efficiency and accelerating analytics reporting. The company was bottlenecked by a lack of data- and tech-savviness, with only a few people tasked with building reports for the entire organization. This limited the number of reports that could be created, hindering the company's ability to make data-driven decisions. The team was also struggling with scarce and underutilized data experts, and their data processes lacked operationalization and the ability to make a strong business impact. They were in need of a platform that could boost the efficiency of its coders and allow for cross-team collaboration with line-of-business users.

About Customer

JK Lakshmi Cement is a decades-old manufacturing firm in the cement industry. Despite being in a traditional industry, the company has shown a commitment to digital transformation, leveraging machine learning and AI to revolutionize the efficiency of its operations. The company was facing challenges in improving operational efficiency and accelerating analytics reporting due to a lack of data- and tech-savviness. However, with the implementation of Dataiku, JK Lakshmi Cement has been able to transform its operations, increase report production, and build a data culture within the organization.

Solution

JK Lakshmi Cement embarked on a transformational journey with Dataiku to improve operational efficiency and accelerate analytics reporting. After evaluating several solutions, the company found that Dataiku could meet their needs, replace many of their existing tools, and integrate with their other systems. Once Dataiku was implemented, the company was able to increase their production of regular reports by over 300%, transforming teams across the company. The platform also enabled the company to build a data culture within the organization and move beyond reports and automation to new and exciting AI use cases. The flexibility and collaborative functionality of Dataiku allowed JK Lakshmi to explore solutions to common industry pain points in novel and creative ways, including customer churn and delivery prediction.

Impact #1	The implementation of Dataiku has brought about significant operational improvements for JK Lakshmi Cement. The platform has enabled the company to increase the production of regular reports by over 300%, thereby improving the efficiency and number of reports. This was a crucial first step towards transforming the company and growing a data culture within the organization. Furthermore, the flexibility and collaborative functionality of Dataiku has allowed the company to explore solutions to common industry pain points in novel and creative ways. For instance, the company has been able to predict customer churn and delivery times, leading to improved customer satisfaction and increased trust in the data science team across the organization. The company has also been able to spread model development to non-coder business users across the company, thereby democratizing data science and fostering a data-driven culture.

Impact #1

The implementation of Dataiku has brought about significant operational improvements for JK Lakshmi Cement. The platform has enabled the company to increase the production of regular reports by over 300%, thereby improving the efficiency and number of reports. This was a crucial first step towards transforming the company and growing a data culture within the organization. Furthermore, the flexibility and collaborative functionality of Dataiku has allowed the company to explore solutions to common industry pain points in novel and creative ways. For instance, the company has been able to predict customer churn and delivery times, leading to improved customer satisfaction and increased trust in the data science team across the organization. The company has also been able to spread model development to non-coder business users across the company, thereby democratizing data science and fostering a data-driven culture.

Benefit #1	60-70% reduction in time spent on operational tasks
Benefit #2	50% improvement in project time-to-delivery
Benefit #3	300% increase in report production

Benefit #1

60-70% reduction in time spent on operational tasks

Benefit #2

50% improvement in project time-to-delivery

Benefit #3

300% increase in report production

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Overview

JK Lakshmi Cement: Enhancing Operational Efficiency with Dataiku

Operational Impact

Quantitative Benefit