Optimizing key processes in a grocery store chain using machine learning tools.
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About
A client with nearly a thousand branches contacted Unity Group to develop a system that would optimize the company's key processes and eliminate repetitive and tedious tasks among employees. Read more
CASE STUDY DETAILS
Under MNDA
Enterprise/Corporation
various, Poland
Project work
1 - 5 people
6 - 9 Months
€20 - 50K
Agile
FOCUS AREA
Challenge, approach, and impact
Diverse Branch Needs
Varying operational processes across branches.
Tailoring solutions to account for location, size, and customer behavior differences.
Complexity in Operations
Structuring diverse business processes.
Incorporating intricate mathematical calculations into the solution.
Scalable Solution Deployment
Transitioning from PoC to full implementation across several hundred branches.
Ensuring scalability and effectiveness of the solution network-wide.
Data Management and Processing
Handling large volumes of data (hundreds of gigabytes).
Implementing efficient data processing pipelines using Amazon SageMaker and Spark.
Automation and Optimization
Leveraging machine learning models for predictive and prescriptive analysis.
Achieving significant time savings, freeing up resources for better customer service and other tasks.
Testimonials
“All data related to the operation of the branch is collected in one place, so it is always up-to-date. Eliminate routine tasks and free up hundreds of man-hours per month across all branches. More accurate business decision-making thanks to access to unified data from all branches.“ Read more
Anonymous
Operations Process Analyst at Enterprise/Corporation
VERIFIED
“All data related to the operation of the branch is collected in one place, so it is always up-to-date. Eliminate routine tasks and free up hundreds of man-hours per month across all branches. More accurate business decision-making thanks to access to unified data from all branches.“ Read more
Anonymous
Operations Process Analyst at Enterprise/Corporation
VERIFIED
“All data related to the operation of the branch is collected in one place, so it is always up-to-date. Eliminate routine tasks and free up hundreds of man-hours per month across all branches. More accurate business decision-making thanks to access to unified data from all branches.“ Read more
Anonymous
Operations Process Analyst at Enterprise/Corporation
VERIFIED
“All data related to the operation of the branch is collected in one place, so it is always up-to-date. Eliminate routine tasks and free up hundreds of man-hours per month across all branches. More accurate business decision-making thanks to access to unified data from all branches.“ Read more
Anonymous
Operations Process Analyst at Enterprise/Corporation
VERIFIED
“All data related to the operation of the branch is collected in one place, so it is always up-to-date. Eliminate routine tasks and free up hundreds of man-hours per month across all branches. More accurate business decision-making thanks to access to unified data from all branches.“ Read more
Anonymous
Operations Process Analyst at Enterprise/Corporation
VERIFIED
“All data related to the operation of the branch is collected in one place, so it is always up-to-date. Eliminate routine tasks and free up hundreds of man-hours per month across all branches. More accurate business decision-making thanks to access to unified data from all branches.“ Read more
Anonymous
Operations Process Analyst at Enterprise/Corporation
VERIFIED
Team Structure
Client Team
Daily point of contact
Operations Process Analyst
***** *****
The client stakeholders worked closely with the team at Unity Group
Vendor Team
Production
1 x Data Scientist
Production
1 x Machine Learning Engineer
Production
1 x DevOps Admin
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