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    AI-powered trade promotion management for retail and CPG

    AI-powered trade promotion management for retail and CPG

    Plan smarter promotions with predictive trade promotion planning, data-driven insights, and real-time retail trade spend optimization.

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    Where trade promotion value breaks down today?
    Polestar Analytics approach to trade promotion planning

    Trade promotions become more effective when planning, execution, and performance measurement are unified within a single connected framework. This AI-powered approach ensures decisions are driven by consistent data, predictive insights, and measurable outcomes.

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    Core capabilities of an EPM-driven trade promotion solution
    Strategic Promotion Planning

    Align annual calendars, pricing guardrails, and KPIs within a connected TPM Solution for CPG to ensure consistent execution across brands and regions.

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    Intelligent Budget Allocation

    Distribute ATL and BTL spend using historical ROI benchmarks within a Retail Trade Promotion Management Solution.

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    Baseline & Uplift Modelling

    Forecast baseline demand and isolate true incremental sales impact before committing promotion spend.

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    Promotion Profitability Visibility

    Track full financial impact, from volume uplift to margin changes, across SKUs, customers, and channels.

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    Scenario Optimization & Tracking

    Simulate promotion alternatives using a Predictive Trade Promotion Planning engine and track execution in real time.

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    Advanced features of smarter trade promotion
    Role-Based Modeling & Collaboration
    Role-Based Modeling & Collaboration Governed promotion planning with clear ownership
    • Control access to budgets, calendars, and promotion assumptions
    • Enable structured reviews and approvals across regions
    • Maintain audit-ready visibility for trade spend governance
    ML-Driven Forecasting & Demand Intelligence
    ML-Driven Forecasting & Demand Intelligence Use ML to forecast impact and improve accuracy
    • Generate dynamic baseline forecasts across SKUs and markets
    • Predict uplift potential based on historical campaign performance
    • Reduce planning uncertainty during volatile demand cycles
    AI-Powered Promotion Insights
    AI-Powered Promotion Insights Identify key drivers for better trade decisions
    • Detect high-impact tactics and underperforming campaigns
    • Identify cannibalisation risks across product portfolios
    • Highlight optimization opportunities to improve ROI
    Advanced Scenario Planning & Optimization
    Advanced Scenario Planning & Optimization Evaluate scenarios to choose best outcomes
    • Simulate price depth, timing, and channel mix changes
    • Compare ROI, volume uplift, and margin impact instantly
    • Support faster decisions during planning cycles
    Potential outcomes enabled by intelligent trade promotion
    Data
    More reliable promotion performance visibility Promotion calendars, budgets, baseline demand, & uplift data stay consistent across brands, regions, & channels. All assumptions & results are clearly traceable.
    Outcome
    Organizations experience about a 30-40% improvement in promotion forecast accuracy, reducing rework and enabling more confident trade investment decisions.
    Process
    Faster promotion planning and optimization cycles Budget allocations, scenario simulations, and promotion recalculations happen within planning timelines instead of through manual spreadsheet refresh cycles.
    Outcome
    Teams experience around a 50-60% reduction in promotion planning cycle time, enabling faster responses to market changes and competitive actions.
    People
    Stronger governance and cross-functional alignment Ownership of promotion assumptions, approvals, and performance reviews becomes clearly defined, reducing reliance on informal coordination.
    Outcome
    Organizations see improved decision discipline and faster approval turnaround across trade marketing, sales, and finance teams.
    Client Success Stories
    Transforming Trade Promotions with AI-Led Precision for a Global Food & Beverage Giant
    Transforming Trade Promotions with AI-Led Precision for a Global Food & Beverage Giant
    • 5.2%

      increase in incremental sales

    • 35%

      increase in forecast accuracy

    • 60%

      decline in Cycle time

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    Driving Smarter Trade Promotions for a Global Beverage Leader
    Driving Smarter Trade Promotions for a Global Beverage Leader
    • 3-4%

      increase in sales

    • 10%

      boost in trade promotion ROI

    • 25%

      improvement in promotional effectiveness

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    Scaling Trade Promotions with Predictive Intelligence for a Global Electronics CPG
    Scaling Trade Promotions with Predictive Intelligence for a Global Electronics CPG
    • 8-9%

      increase in ROI across targeted categories

    • 35%

      higher deduction recovery

    • 25%

      reduction in overlapping event losses

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    Frequently Asked Questions

    An intelligent Trade Promotion Planning platform evaluates the true financial impact of every promotion by measuring baseline vs uplift sales, cannibalization effects, halo impact across SKUs, and net margin contribution. This enables trade marketing and revenue growth teams to prioritize promotions based on ROI, margin impact, and retail trade spend optimization, not just incremental volume.

    Built-in budget controls enforce real-time caps, approval thresholds, and spend tracking at brand, region, and customer levels. Variance dashboards instantly highlight over-commitments, ensuring trade investments stay aligned with approved financial plans.

    Yes. Scenario modelling enables teams to simulate discount levels, tactic combinations, timing shifts, and channel strategies in advance, helping predict uplift, costs, and margin impact before executing promotions

    The platform builds a centralized promotion performance repository, capturing historical ROI, uplift patterns, and tactic effectiveness. This helps organizations continuously refine strategies by scaling high-performing promotions and eliminating low-return investments.

    Executive dashboards provide real-time insights into promotion ROI, trade spend utilization, elasticity impact, and portfolio profitability, enabling faster reallocation decisions and stronger governance over trade investments.

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