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A retail store features a 50% off sale sign, showcasing a markdown optimization strategy to clear excess inventory. Retailers use data-driven markdown pricing and demand forecasts to make real-time pricing decisions, optimize markdown plans, and maximize profit margins.

Markdown Optimization for retailers: How AI can make millions

Moving beyond a better demand forecast

A person using a smartphone with floating icons, symbolizing the omnichannel customer experience across digital and physical channels.

Retailers, meet your new omnichannel customer

person scrolling online as part of omnichannel shopping and impact on allocation and replenishment

Four tips for optimizing omnichannel allocation and replenishment with AI

woman happy about the halloween retail seasonal inventory

Halloween: Seasonal inventory planning for retailers

An inventory planner presents sales data and demand forecasts to a team, highlighting inventory levels, cash flow, and supply chain decisions. The meeting focuses on optimizing stock, cutting costs, and effective inventory planning for retail operations.

Retail inventory planners, do you report to the CFO?

Woman reviewing phantom inventory versus physical inventory in the retail store

Phantom Inventory primer

woman standing in front of an assortment of clothes in a retail store and valuing retail demand forecasting

Seasonal retail demand forecasting: The billion-dollar question

Are economic challenges affecting your inventory strategy?

A woman retail business professional looking at her phone and laptop, with cardboard boxes stacked behind her — symbolizing sales and inventory management.

Innovate with invent.ai: Hot topics in inventory management

Collage depicting diverse weather conditions (sun, clouds, lightning) to illustrate the challenges of retail demand forecasting. Effective demand forecasting solutions, including the use of weather data, are essential for supply chains to create accurate forecasts, optimize inventory, and avoid lost sales.

How weather data improves retail demand forecasting

A retail professional using a smartphone surrounded by clothing racks, representing AI-driven inventory planning software — streamlining stock management, aligning assortments with demand, and enhancing retail decision-making.

Omnichannel AI-powered demand forecasting for customer-centric retail planning

More revenue. Better margins.
Get retail planning right. Every time.

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