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.
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 FMCG product assortment decisions with AI-driven analytics for better precision and measurable 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, price elasticity, 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.
What can Assortment Optimization do for your business?
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.
Meet our results
What our clients say
Sandra Lemańska
Category Manager, Lorenz Polska
Paweł Korczak
CEO, Iliada
Gen Yang
Data Science Manager, Kpler
Selected Clients
Improve assortment management with intelligent and scalable AI
How We Work
1. Seamless Data Automation
Automate data integration for unified, real-time retail insights.
2. Hands-On Team Training
Conduct workshops to train your team in AI-driven frameworks and implementation.
3. Continuous Strategic Alignment
Ensure ongoing collaboration to align AI tools with your category strategy.
4. Proven Business Impact
Deliver results like enhanced forecasting and faster market response, as demonstrated by Lorenz Polska.
Drop us a line and check how Data Engineering, Machine Learning, and AI experts can boost your business.
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Who Benefits
Chief Data & Analytics Officers aiming to embed AI in business processes.
Category Directors and VPs focused on data-driven ROI improvements.
C-level retail and FMCG leaders driving innovation and differentiation.
Transformation teams building AI skills and scalable analytics.
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