AI-Powered
Demand & Assortment

Enhance retail efficiency with AI-powered demand forecasting, Assortment Optimization, and automated replenishment, ensuring accurate inventory, reduced waste, and increased profitability

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AI-Driven Demand Forecasting & Assortment Optimization for Smarter Retail

Demand Forecasting

AI-powered demand forecasting for accurate inventory planning, reduced stockouts, and maximized sales performance.

AI-Powered Assortment Optimization & Demand Forecasting

Curate the Right Products, At the Right Locations

AI-Driven Assortment Optimization

Couture.ai’s Adaptive Assortment Management continuously analyzes customer behavior, market trends, and store-level demand to dynamically optimize product mix across all retail locations.

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Store-Specific Assortments

Tailor offerings based on real-time, in-season performance.

Dynamic Category Management

Adjust category mix per location to match shifting demand.

Smart Allocation & Liquidation

Instantly rebalance inventory to maximize profitability.

Data-Driven SKU Selection

Leverage AI insights to prioritize high-performing products.

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Predict Demand with Unrivaled Accuracy

Advanced Demand Forecasting

Leverage AI-driven Sales & Operations Planning (S&OP) to balance real-time consumer behavior with strategic business goals. Couture.ai’s hybrid forecasting model blends bottom-up granular analytics with top-down budget-driven insights for highly precise demand predictions.

Category-Level Demand Forecasting

Predict sales trends for each product category across multiple locations.

Store-Level Precision

Adapt forecasts based on store-specific buying patterns and seasonality.

Automated Demand Adjustments

Continuously fine-tune forecasts based on evolving customer behavior.

Unified Online & Offline Forecasting

Ensure omnichannel demand fulfillment for both physical and digital stores.

Optimize Inventory Distribution in Real-Time

AI-Powered Smart Allocation & Replenishment

Ensure the right inventory is at the right place, at the right time with Couture.ai’s Smart Allocator and AI-Driven Replenishment Engine

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AI-Driven Initial & In-Season Allocation

Optimize product placement using historical data, space constraints, and demand patterns.

Automated Store-Level Rebalancing

Move inventory dynamically across stores to balance broken sizes, seasonal needs, and localized demand.

Dynamic Size Curve Calculation

Ensure every location receives the right size mix based on store-specific sales trends.

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Seamless Order Fulfillment with Optimized Inventory

Omnichannel AI-Powered Fulfillment

Ensure seamless fulfillment across all channels—e-commerce, in-store, and warehouses—while maintaining optimal inventory levels

AI-Powered Order Routing

Identify the most efficient fulfillment source—distribution center, store inventory, or local suppliers.

Intelligent Supply Chain Management

Factor in rate of sales, stock in transit, and logistics costs.

Cost-Optimized Shipping & Store Transfers

Minimize fulfillment costs while ensuring fast delivery.

Why Choose Couture.ai for Assortment & Forecasting AI?

AI-Powered Decision-Making

Reduce guesswork with real-time, data-driven insights.

E2E Inventory Optimization

End to End Inventory align procurement, allocation, seamlessly fulfillment.

Scalable & Adaptive AI

Continuously refine recommendations based on evolving demand.

Omnichannel Intelligence

Connect online and offline operations for a unified retail strategy.

Proven Revenue Growth

Maximize sell-through, minimize markdowns, and enhance customer satisfaction.

Demand Forecasting

AI-powered accurate sales predictions.

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Assortment Optimization

Enhance product selection with AI.

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Smart Replenishment

Automated inventory restocking with AI.

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