Make every product count
From demand forecasting to localized planning, our solutions deliver measurable value by aligning your assortment with market needs and shopper preferences.
DS STREAM’s Assortment Optimization service transforms retail and FMCGproduct assortment decisions with AI-driven analytics for better precision andmeasurable business results. It replaces manual processes with automated, data-backed solutions that improve category performance and strategic growth.
What can Assortment Optimization do for your business?
Increase sales and category results using demand forecasting, priceelasticity, and store clustering with AI.
Automate assortment planning to reduce errors and speed up decisions.
Find hidden value in portfolio through semantic analytics that identify product substitutes and complements.
Optimize SKU portfolios using advanced mathematical programming tailored for your market needs.
Provide teams with interactive dashboards and scalable analytics for ongoing improvement and skill growth.
Improve assortment management with intelligent and scalable AI
Demand Forecasting and Price Elasticity Modeling
Apply machine learning to forecast SKU-level demand accurately, accounting forseasonality, region, and promotions. Price elasticity insights help choose pricingthat maximizes revenue and margin. This leads to smarter pricing and betterprofitability.
Store Clustering and Localized Assortment Planning
Group stores based on sales patterns and space to customize assortments for eachcluster. This improves operational efficiency and customer satisfaction by bettermatching local demand.
SKU Portfolio Optimization and Semantic Analysis
Use optimization to balance portfolio size, category goals, and supply limits.Semantic analysis detects product substitutions and complements to boost basketsize and growth. This lowers overstocks and stockouts while increasing ROI.
Co mówią nasi klienci
Sandra Lemańska
Category Manager, Lorenz Polska
Paweł Korczak
CEO, Iliada
Sandra Lemańska
Category Manager, Lorenz Polska
Wybrani klienci
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How We Work
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Automate data integration for unified, real-time retail insights.
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Conduct workshops to train your team in AI-driven frameworks and implementation.
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Ensure ongoing collaboration to align AI tools with your category strategy.
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Deliver proven results, like enhanced forecasting and faster market response demonstrated by Lorenz Polska.
Who Benefits
Meet our results
Let’s talk and work together
We’ll get back to you within 4 hours on working days
(Mon – Fri, 9am – 5pm CET).
Service Delivery Partner