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AI-driven retail strategies built for apparel

AI for apparel retailers

Apparel retailers need precision in forecasting, inventory planning and pricing. AI-driven solutions ensure the right products are available at the right time and at the right place without excess stock or markdowns.
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AI solutions tailored for apparel retailers

Fashion moves fast and inventory decisions must keep up. Apparel retailers face fluctuating demand, changing trends and sizing complexities to name only a few challenges. AI-powered solutions help retailers plan, allocate and replenish based on actual customers’ needs..

How apparel retailers gain a competitive edge

  • Improve forecasting accuracy to reduce stockouts and markdowns
  • Ensure data-driven allocation and replenishment across all locations
  • Optimize inventory for size, seasonality and demand fluctuations
  • Create pricing strategies that drive sales without eroding margins

AI-powered solutions for apparel retailers

Forecasting

Invent.ai enables forecasting in apparel demand with a complete lineup of agentic AI capabilities that consider multiple attributes and risks, ensuring you stay informed at all times.

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Planning

Planning processes that rely heavily on agentic AI build trust and success for fashion and apparel retailers. Our retail planning suite includes:

  • Merchandise Financial Planning - Gain super vision across millions of transactions to ensure your MFP goals align with actual buying trends, and take the steps with our other solutions below to turn them into revenue gains.
  • Assortment Planning - Using advanced data insights, invent.ai assortment solutions help you curate the right product mix for every location. Our AI analyzes demand, regional trends and attribute-specific options, such as similar SKU, color, size, material or function.
  • Buy Optimization - Fashion trends spin on a dime. Our AI-Decisioning Platform enables accurate, precise purchasing decisions to get the right inventory to the right location at the right price and at the right time, enabling faster moving inventory and revenue growth.

Inventory

Streamlined inventory decisioning with invent.ai reduces product lifecycles and improves revenue in the high-stakes world of apparel. Our inventory suite of products includes:

  • Allocation & Replenishment - Inventory should always be in the right place at the right time. With superspeed and super vision, get insight via our AI to optimize allocated inventory in granular detail at scale.
  • Phantom Inventory, Transfers & Returns - These core retail inventory needs don’t have to mean lost revenue. Our AI-Decisioning Platform helps retailers recognize when inventory listed as on-hand looks incorrect, while transfers can reduce lost sales, and effective returns management can help to restock, reposition or resell returned products efficiently.
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Pricing

Strategic pricing decisions come from machine learning and AI-driven insights. The invent.ai pricing suite is built to support fashion and apparel retails across:

  • Dynamic Pricing - Ensure your prices reflect the unique granularities and demands of your customers.
  • Promo - Gain insight into the best times and % change to run promotions, while maximizing revenue and creating more fast-moving inventory.
  • Markdowns - Our pricing solutions ensure SKU-level pricing that’s suited to each season and sales opportunity, moving inventory faster without overreliance on discounted prices.

From fashion house to store, precision in decision-making starts with invent.ai

With AI-driven forecasting, inventory planning and pricing solutions, apparel retailers can stay ahead of demand, reduce cost of goods sold and maximize revenue.

See how AI can empower your apparel retail decision-making.