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90% Forecast Accuracy for a Retailer from Moldova

Need
Improve demand forecasting performance and lower days sales of inventory
Solution
Сloud, AI-based solution for demand forecasting and analytics modules to monitor days sales of inventory
Technologies
Artificial Intelligence
Cloud
Big Data
Machine Learning
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Result

Partnering with Plavno, Verde Local lower its days sales of inventory from 27 days to 18 days, improved overall demand forecasting accuracy to 90%, and increased on-shelf availability to 75% across the entire store chain. As a result of the new solutions, Verde Local was able to increase revenue and open 15 new stores in 6 months

90%
accuracy of demand forecasting
75%
on-shelf availability
18
days sales of inventory

Customer

Verde Local is a food retailer from Moldova. Currently it has 83 stores and employs more than 4,000 people. The assortment includes over 9,000 SKU. In 2021, in order to support the intensive development and growth, Verde Local decided to develop a new strategy for long-term digital transformation. The strategy included updating the existing demand forecasting software and merchandise management system

  • Demand Forecasting
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Challenges & solutions

Increase in Revenue
number

Problem

Verde Local used an existing out-of-the-box solution to forecast demand. The forecasts were 30% accurate. This resulted in lower sales, increased inventory and lost profits. The average days sales of inventory was 27 days. Due to overstocking, on-shelf availability did not exceed 50%. All these problems had to be solved by implementing a custom demand forecasting solution

Solution

Our custom demand forecasting solution was supposed to accomplish three issues: increase inventory utilization ratio, improve the accuracy of demand forecasts, and increase the average on-shelf availability. As the result, overall demand forecasting accuracy improved to 90%, days sales of inventory decreased from 27 days to 18 days, and on-shelf availability increased to 75% across the entire store chain. As a result of the new solutions, Verde Local was able to increase revenue and open 15 new stores in six months

Increase in Revenue

proccess

Crystal clear process

Agile methodology forms the cornerstone of our work philosophy. Through a seamless blend of innovative practices, including regular demos, comprehensive progress tracking, and a unique pay structure based on hours invested, we've constructed a workflow that ensures optimal outcomes and client satisfaction.

discovery
design
development
Testing
Launch
Maintenance
Conduct market research
UX Research
Components
Perform integration testing
Address issues in staging environment
Audience analysis
Moodboards
Develop UI components
Test personalized algorithms
Monitor customer satisfaction
Identify key features
Prototyping
API integrations
Deploy to production
Gather user feedback
Define project scope
UI Design
Implement custom features
Address and fix bugs
Updates and improvements

project team

Launch, accelerate and support your business with our teams

Alexander
Alexander
Backend
Expertise
Senior Backend Developer with an experience in Drupal and Shopify. Successfully delivered 10+ projects.
PHP
Drupal
Laravel
Express
Docker
Shopify
Michael
Michael
Mobile
Expertise
Mobile Developer with 4+ years of experience in React Native and Flutter apps development.
TypeScript
GraphQL
Node.js
Docker
RN
Anastasia
Anastasia
UX/UI Designer
Expertise
UX/UI designer leveraging 6 years of expertise to bridge the gap between user needs and satisfy customers.
Web/Mobile
UX Audit
Prototyping
Graphic
preview
ca

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Vitaly Kovalev

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