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Client Case Study

Forecasting product demand by 10 weeks in advance with Machine Learning

azure

Facing the Challenge

To meet the challenge of predicting customer demand with precision, Linas Matkasse, a well-known brand under Cheffelo, set out to create a robust analytics architecture and a powerful Machine Learning forecasting model. The goal was to accurately predict future orders with a margin of error below 10%, enabling the company to better align its supply chain with actual demand.

By migrating their traditional data warehouse to Microsoft Azure and leveraging tools like Azure Databricks, Syone helped the company transform raw data into reliable forecasts - up to 10 weeks in advance.

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Resource - Cheffelo

Discover the full story and learn how Linas Matkasse cut waste and boosted efficiency by migrating to Azure, reengineering their data architecture, and implementing a Machine Learning forecasting model.

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Download the case study to see how Syone helped its client achieve

Accurate Forecasting

Accurate Forecasting
Predict future orders up to 10 weeks in advance with an average error rate of just 2.3%, enabling smarter planning and operations.

Less Food Waste

Less Food Waste
By ordering only what’s needed, Linas Matkasse drastically reduced surplus ingredients - cutting waste and supporting sustainability.

Lower Operational Costs

Lower Operational Costs

Optimized forecasts helped minimize overstock and improve warehouse efficiency, leading to significant cost savings.

Modern Data Architecture

Modern Data Architecture
Migration to Microsoft Azure and implementation of Databricks created a scalable, cloud-based analytics foundation.

Continuous Improvement

Continuous Improvement
The Machine Learning model is regularly refined, allowing for ongoing performance boosts and adaptation to changing demand.

Why Companies Choose Syone

Since we started using Syone's AI tool, our productivity has significantly increased. The framework interprets our questions well and returns the necessary information quickly and accurately. We have received positive feedback from the entire team, who praise the results' efficiency, ease of use, and accuracy.

Fernando Roseira, Director @ Mota-Engil Global

We appreciate the professional, methodical, and transparent way in which Syone worked with us on the asset monitoring implementation project (Zabbix).

Hugo Pereira, IT Manager @ C.M. Odemira

Having a trusted technology partner like Syone, someone we can work really closely with, someone who can help us grow and find very talented people, is crucial for us.

Anton Nytorp, CTO @ Cheffelo

Cetelem
Meglobal
EuroBic
Barricade
CMVM
Euronext
TAP

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