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    Revenue Growth Management
    Net Revenue Management Solution for Omni-channel Forecast and Driver Analysis
    Marketing Simulation and Optimization Engine
    Marketing Simulation and Optimization Engine

    Precise attribution of marketing efforts in real-time

    Move beyond the basic price elasticity modelling & Bayesian techniques to considering interactions between your own and competitor product portfolio.

    Analyze the impact and uplift due to price, media, trade promotions and schemes - to find the right channel, investment, and execution design.

    Explainable Forecasting and Planning
    Explainable Forecasting and Planning

    With non-linear impact and inflexion point assessment

    Don't limit yourself to black-box AI models. With our Explainable AI enabled NRM models you can understand the inflexion points and saturation levels for each promotional levers.

    Understand where and when to redeploy funds, optimize budgets with non-linear mapping, attributions, and statistical causality.

    Offline Retail Planning - Target & Trade
    Offline Retail Planning - Target & Trade

    Micro-geography and outlet level product recommendations

    Create open and connected data models that can optimize distribution and recommendations based on forecasts.

    Know where and how to spend with xAI driven with non-linear hierarchical relations taking into trend, seasonal, drivers, and inter-relation of features and products.

    ProfitPulse.AI Revenue Growth Management Engine
    Say 'AI' to Steering Fully Informed Revenue Growth Decisions
    Portfolio Price Pack Architecture

    Predict sales impact of price & pack changes, map competitors, optimize pricing by channel - with shelf-based conjoint analysis, dimensionality reduction techniques and hierarchical modelling

    Trade Promotion Optimization

    Forecast sales impact of discounts, optimize markdown strategies, and identify ideal promotion plans, frequencies and strategies - based on adjusted discounts and markdown strategies

    Distribution Optimization

    Leverage techniques like Anomaly detection for outlier identification to Multi-armed bandit algorithms for resource allocation to optimize channel strategies and preventing cannibalization

    Market Mix Modelling (MMM)

    Use multivariate non-linear regression, ML models like random forests and with modelling techniques in MMM to forecast volume impacts based on price pack interactions - to quantify all promotional impact

    Product Assortment Management

    Forecast demand, cluster products, and recommend SKUs to optimize assortment for revenue growth, profitability, and space efficiency

    Portfolio Price Pack Architecture
    Portfolio Price Pack Architecture

    Predict sales impact of price & pack changes, map competitors, optimize pricing by channel - with shelf-based conjoint analysis, dimensionality reduction techniques and hierarchical modelling

    Trade Promotion Optimization
    Trade Promotion Optimization

    Forecast sales impact of discounts, optimize markdown strategies, and identify ideal promotion plans, frequencies and strategies - based on adjusted discounts and markdown strategies

    Distribution Optimization
    Distribution Optimization

    Leverage techniques like Anomaly detection for outlier identification to Multi-armed bandit algorithms for resource allocation to optimize channel strategies and preventing cannibalization

    Market Mix Modelling
    Market Mix Modelling (MMM)

    Use multivariate non-linear regression, ML models like random forests and with modelling techniques in MMM to forecast volume impacts based on price pack interactions - to quantify all promotional impact

    Product Assortment Management
    Product Assortment Management

    Forecast demand, cluster products, and recommend SKUs to optimize assortment for revenue growth, profitability, and space efficiency

    Expected Benefits

    A RGM Platform That Enables Bottom-line Savings and Top-line Growth

    Call it Profit and Revenue Gross Management (PRGM) or Revenue Growth Management (RGM), or Net Revenue Management (NRM) - regardless of its title your principles and goals are the same. Steering your revenue by optimizing price, promotion, product, portfolio, trade terms, channel & portfolio mix.

    A RGM platform
    Why CPG Companies Use Polestar Revenue Growth Management Capabilities
    Results not Slides
    Results not Slides

    We'll go beyond the theory and jump into actionable items

    Deep Industry Perspective
    Deep Industry Perspective

    Our insights are drawn from our vast stores of CPG & Retail transformations

    Building your commercial muscle
    Building your commercial muscle

    We'll help you rebuild your vital commercial muscle with the right training plan

    Not just AI but xAI
    Not just AI but xAI

    With explainable AI you can go beyond the black box AI models

    How High-impact RGM Results Look Like
    Pricing Impact and Forecasting for a Fortune500 Company
    Pricing Impact and Forecasting for a Fortune 500 Company
    Consumer Appliances Leader

    They achieved significant improvements (30+%) in forecast accuracy for 80% of SKUs and resulted in substantial savings

    Trade Promotion and Store level Recommendation
    Trade Promotion and Store level Recommendation
    Alcoholic Beverage Leader

    With channel uplift analysis at 75+ depots, the integration of store-level brand inventory, incentive, and target engines with third party data has helped us gain 11% share in market

    Built a winning Pricing Analytics Framework
    Built a Winning Pricing Analytics Framework
    Alcoholic Beverage Giant

    From revenue forecast simulations for changing prices to behavioral analytics - has increased 10% contribution to the revenue as well as increased market share.

    Built a winning Pricing Analytics Framework
    Unlock Revenue Growth Management

    Build commercial, supply chain, and marketing plans that win every time in all conditions. With our RGM suite you can

    • Stop worrying about black-box Revenue strategies and get Explainable AI models for RGM
    • Get non-linear marketing mix modeling and forecasting
    • Factor in feature attribution for understanding true uplift
    • Target micro-geographies and not just macro markets
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