Operational Retail Analysis for Fintech Company
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Expertise
Supply Chain Analytics
Expertise
Retail Performance Analytics
Deliverables
Dashboard Integration
Website
Operational Retail Analysis for a Fintech Company
Client Location Pakistan
Name-Segment Swich-Fintech Start Up
Status Delivered
Client Request
The client expressed the need for comprehensive Operational Analytics, focusing on the following specific queries :
- What is the outlook of total Transaction Values (TV) by company’s products ?
- What is the spread of retailers by number of transactions and transaction value ?
- What is the share of top 10 and top 30 retailers in the total retail base ?
Our Solution
- Conducted monthly reviews of company products and revenues, analyzing disbursed and received amounts to understand financial performance.
- Utilized bi-variate and tri-variate clustering techniques to assess retailer growth and efficiency, identifying distinct retailer groups based on performance and characteristics.
- Analyzed Top 10 and Top 30 retailers to highlight their contributions to the overall retail base.
- Created scatter diagrams to visualize retailer performance rankings, comparing Top 30 and Bottom 30 retailers against the entire dataset, revealing transaction patterns and behaviors.
Tools
- Power BI
- R Programming
- Power Point
Skills
- Retailer Analysis
- Multivariate Analysis
- Statistical Insights
- Dashboarding Solutions
- Trend Analysis