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    Retail & QSR

    Unveiling the stories of Polestar's retail analytics services

    Facing challenges— such as meeting individual customer expectations, managing inventory effectively, and enhancing operational efficiency? Turn them into measurable solutions by implementing AI.

    • Plunge into performace optimization, product catalog standardization, & more.
    • 90% Less time with zero errors
    • 75% Reduction in manual efforts
    • 200 Man-months saved through implementation

    Get End-to-End Retail Analytics Solutions encompassing all stages of the value chain

    • Merchandising & Assortment planning
    • Pricing & Promotions
    • QSR Analytics
    • Customer Analytics
    • Inventory & Supply chain

    Strategically plan assortments and boost sales by analyzing market trends, customer preferences, and inventory data for effective merchandising.

    • Assort products based on consumer preferences and purchase history by using collaborative filtering algorithms.
    • Predict demand, guide inventory and placement decisions, with non-linear regression and Gradient Boosting.
    • Find the optimal product assortments based on factors like sales data, profit margins, and inventory turnover, with genetic algorithms.
    Learn how retailers can navigative through the maze of selecting the right products, in the right quantities, for the right place & time.
    Merchandising & Assortment Planning

    Maximize revenue and customer engagement with AI driven pricing strategies and targeted promotions powered by insightful analytics.

    • Optimize prices for a new product while balancing profit margins with customer demand using regression analysis.
    • Employ recommendation systems based on association rule mining to identify cross-sell and upsell opportunities.
    • Supports demand driven pricing and promotions leveraging Lasso and Isolation Forests models.
    Dive into the pricing strategies, models, and real-world applications that empower businesses to maximize profitability
    Pricing and Promotions

    Enhance your QSR performance with AI-driven insights, from menu optimization to operational efficiency, for a delightful dining experience.

    • Forecast demand for specific menu items during different times of the day and week using time-series based models.
    • Analyze customer feedback and reviews from social media, surveys etc, using generative AI in retail.
    • Maximize revenue and customer satisfaction by testing pricing with new menu items using Bayesian optimization.
    Dive into how data intelligence fuels QSR evolution, paving the way for adaptive and customer-centric dining experiences.
    QSR Analytics

    Uncover customer preferences and behavior with precision for a personalized retail experience.

    • Generate precise customer preference models with Random Forest techniques for improved customer satisfaction
    • Map customer journeys and analyze in-store customer behavior utilizing deep learning
    • Analyze consumer behavior and purchasing patterns, using neural network driven solutions
    Delve into the realm of customer analytics and its significance in shaping your business strategy
    Customer Analytics

    Improve supply chain efficiency and reduce costs with real-time insights into inventory management and demand forecasting.

    • Adjust stock levels across your network & minimize holding cost by implementing Stochastic Optimization.
    • Apply isolation forests to monitor automated sorting systems, predict failures and schedule pre-emptive maintenance.
    • Dynamically adjust replenishment orders in real-time by analysing trends using utilize edge computing
    Dive into the next wave of supply chain excellence with our groundbreaking resource to maximize efficiency, and minimize risks
    Inventory & Supply chain

    Discover Hidden Treasures with AI-Powered Aisle-to-Aisle Optimization

    Boost your retail business profits with effective RGM strategies that helps you optimize pricing, promotions, and product offerings to keep your existing customer base retained and engaged with your brand.

    Download our free guide and discover:

    • Crack the nonlinear code of price and demand
    • Achieve promo perfection with bayesian magic
    • Edge-powered anomaly detection for smarter pricing
    Revenue Growth Management Strategies for Retail

    Pick, scan, and bag retail AI solutions for your Retail hurdles

    To address the changing customer dynamics across the retail value chain, we use generative ai for retail industry and machine learning techniques to reshape how customers engage, shop, and connect across your value chain.

    We helped provide multiple solution for the retail & QSR sector:

    • Predictive Analytics for Sales & Dynamic Inventory Management
    • Cost-Benefit Analysis & Operational Streamlining
    • Behavioral Targeting & Advanced Personalization Algorithms
    • Workforce Optimization Models & Adaptive Learning Systems
    Retail & QSR
    73% Reduction in reporting discrepencies
    Retail & QSR
    99.97% Reduction in data integration time
    Retail & QSR
    8.2 Lakh Man hours saved annually

    Polestar's Retail Analytics Accelerators

    Bring in Supply Chain control tower capabilities for better visibility
    Solutions

    Supply Chain Control Tower
    • Centralized data flow across suppliers, manufacturers, transporters, warehouses, & retailers
    • AI-powered route optimization & Sentiment Analysis for Customer Satisfaction
    • Enhance Risk Management through Collaborative Tools
    Revenue Growth Management
    Solutions

    Revenue Growth Management
    • xAI enabled marketing and optimization.
    • Multi-faceted integrated store vs promotion recommendation engine.
    • Outlet Level Product Recommendations and Scheme optimization engine.
    • Trade Target and Incentive Scheme Design at Delivery Level.
    Enabling Procurement leaders to collaborate, deliver, and consolidate easily
    Solutions

    Procurement360

    Get details about Direct Material Sourcing with:

    • Budget builder to provide a collaboration workspace in developing annual budgets
    • Supply solver for reviewing supplier quality, delivery and price performance all at once
    • Variance vision to aggregate information for consolidating volume and price variances

    Curated insights for latest AI & Analytics solutions in Retail

    FAQs about our Retail Data & AI Services

    AI in retail analytics has opened the avenue of hyper-personalization, utilizing natural language processing for sentiment analysis. AI can now optimize inventory management using non-linear regression, Lasso, Ridge regressions, and Bayesian optimizations allowing for SKU-level demand forecasting, with real-time adjustments. In the supply chain, retail analytics services enable predictive maintenance using isolation forests, route optimization with genetic algorithms and real-time traffic data, and supply chain risk management using Bayesian algorithms and edge analytics. Additionally, AI-driven gradient boosting for dynamic pricing and promotion optimization ensures tailored pricing strategies and improved ROI.

    You can implement neural networks for automated order processing and while for staff scheduling gradient boosting is your secret weapons, which can significantly enhance operational efficiency and reduce cost. For example, using gradient boosting algorithms, you can adjust staff levels according to the predicted peak hours, which will ensure optimal service during busy times. Additionally, you can further analyze customer preferences to optimize the menu offerings.

    Isolation forests and Natural language processing can analyze heaps of feedback to identify patterns in customer feedback and reviews, which can improve product development decisions. For example, retailers can use isolation forests to proactively identify changing trends in customer preferences, helping you adjust your product offerings accordingly.

    With experts having technical, technological, and Retail industry expertise, Polestar Solutions emerges as one of the best partners for your Data Analytics needs and implementation. With our detailed Data Discovery Workshop, we believe in a customer-centric approach to identifying the solutions and choosing the further roadmap based on futuristic needs.

    Retail & QSR Industry Blogs and Articles

    Talk to us!

    Our Retail & QSR Experts!
    Saurabh Singh
    Saurabh SinghSenior Vice President
    Siddharth Poddar
    Siddharth PoddarSenior Vice President