ML Solutions for Forecasting, Optimization, and Decision Making
ML platforms for enterprises in the retail, FMCG, and distribution sectors, as well as companies with a physical store network.
RBC Group implements practical solutions in the fields of artificial intelligence and machine learning for demand forecasting, customer experience management, personalization, geo-analytics, and data-driven business process optimization.
▪️ Forecasting demand, sales, and customer behavior
▪️ Optimizing inventory, promotions, and product assortment
▪️ Reducing operational losses and out-of-stock situations
▪️ Supporting data-driven decision-making
▪️ 360° customer profile and smart segmentation
▪️ Personalized recommendations and Next Best Offer
▪️ Customer churn prediction
▪️ Improving the effectiveness of marketing communications
▪️ Selecting the best locations for new store openings
▪️ ML-based revenue forecasting and assessment of a territory’s potential
▪️ Analysis of competition and cannibalization
▪️ Justification of “GO” / “NO-GO” decisions for expansion
An ML platform for sales forecasting, inventory optimization, promotional campaigns, and product assortment management.
forecasting
The accuracy of machine learning-based forecasts for sales, demand, and location potential assessments.
Reducing out-of-stock situations through demand forecasting.
Improving the effectiveness of promotional offers and personalized marketing campaigns.
Reducing excess inventory and freeing up working capital.
Practical Experience with Implementation▪️ Real-world corporate projects
▪️ In-depth industry expertise
▪️ A practical focus on business results
Enterprise-approach▪️ On-premises and secure deployment
▪️ Integration with ERP, CRM, BI, and DWH
▪️ Access control and management
Expertise in AI and ML▪️ Machine learning and predictive analytics
▪️ Explainable AI and factor analysis
▪️ Off-the-shelf ML models and custom solutions
Practical Experience with Implementation▪️ Real-world corporate projects
▪️ In-depth industry expertise
▪️ A practical focus on business results
Enterprise-approach▪️ On-premises and secure deployment
▪️ Integration with ERP, CRM, BI, and DWH
▪️ Access control and management
Expertise in AI and ML▪️ Machine learning and predictive analytics
▪️ Explainable AI and factor analysis
▪️ Off-the-shelf ML models and custom solutions
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RBC Group's Partnership with "Asino" Asino in Ukraine is a modern pharmaceutical company specializing in the development and manufacture of high-tech medicines. Today, the company ranks 8th among Ukrainian pharmaceutical manufacturers.
RBC Group's Partnership with "Asino" Asino in Ukraine is a modern pharmaceutical company specializing in the development and manufacture of high-tech medicines. Today, the company ranks 8th among Ukrainian pharmaceutical manufacturers.
“Romensky Plant ‘Traktorozapchast’” PJSC “Romensky Plant ‘Traktorozapchast’” is a recognized leader in the production of spare parts for automotive and tractor equipment. The plant operates its own mechanical assembly, foundry, forging, and tooling facilities and manufactures over 100 types of products for wheeled tractors, combine harvesters, trucks, and passenger cars, as well as consumer goods.
RBC Group's Partnership with 24Print 24print is a printing company that handles orders of any size and print run, delivering exceptional service and outstanding quality
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