Coca-Cola
Growth with Scalable Data Transformation
Symufolk partnered with Coca-Cola to tackle its data transformation challenges. IBM collaborated to optimize its data processes and build a scalable infrastructure. Our team’s deep expertise in data engineering and governance enabled Coca-Cola to streamline its workflows, improve decision-making, and prepare for future growth.
Total Hours
0
+
revenue Growth
0
%
Operation Cost
0
k
Satisfaction Rate
0
%
Challenges
- Slow Data Processing: Coca-Cola’s Databricks notebooks took hours to run, thus delaying critical insights.
- Real-Time Insights Needed: Growing business demands require faster data analysis to stay competitive.
- Decision Delays: Slow data processing resulted in slow decisions and missed opportunities.
Reporting Problems: Long processing times made reporting inefficient. - Scalability issues: The current system could not handle the increasing data demands.
Solution
We fine-tuned Spark configurations, refactored code, and implemented caching and adaptive query execution, resulting in a significant reduction in execution time and resource utilization.
We designed a robust Data Strategy, Governance, and Reporting Architecture pipeline that ensured seamless data ingestion, processing, and reporting. This framework focused on scalability, data quality, and governance.
We designed a robust Data Strategy, Governance, and Reporting Architecture pipeline that ensured seamless data ingestion, processing, and reporting. This framework focused on scalability, data quality, and governance.
our input
Python
GraphQL
Node.js
NestJS
PHP
Microsoft Net
RESULTS
Our solutions led to significant improvements across key performance indicators (KPIs) for Coca-Cola:
Our solutions led to significant improvements across key performance indicators (KPIs) for Coca-Cola:
40%
40%
Operational Efficiency
Reduced manual intervention by 40%
30%
30%
Reporting Accuracy
Improved reporting accuracy by 30%
£25M
£25M
total evaluation
From £ 0 to £ 25M product evaluation based on solid development.
how we did it
Boosted Efficiency
Optimized the entire data pipeline, achieving a 30% improvement in system efficiency.
Rapid Results
Delivered measurable outcomes in record time, enabling timely decision-making.
Faster Processing
From £ 0 to £ 25M product evaluation based
Seamless Collaboration
From £ 0 to £ 25M product evaluation based
Streamlined Workflows
Simplified processes for faster and more reliable data handling.
Customized Approach
Aligned solutions with Coca-Cola’s unique business goals for maximum impact.
Technologies
WE USED
Creation Process
Assessment and Analysis
We began by understanding Coca-Cola’s existing workflows and identifying inefficiencies in their Databricks notebooks and data infrastructure.
Optimization and Refinement
We optimized the Databricks notebooks through Spark tuning, code refactoring, and caching to significantly improve performance.
Pipeline Design
Our team developed the DSRA pipeline, ensuring that the solution was scalable, governed, and aligned with Coca-Cola’s business goals.
Implementation and Testing
After deploying the solution, we conducted rigorous testing to ensure data integrity, speed, and governance were maintained.
Monitoring and Continuous Improvement
Post-deployment, we set up monitoring systems and automated checks to ensure ongoing optimization and scalability.