AI for apparel retailers

How apparel retailers gain a competitive edge

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.

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 multi-agentic AI capabilities that consider multiple attributes and risks, ensuring you stay informed at all times.

Check out our forecasting capabilities

Planning

Planning processes that rely heavily on multi-agentic AI build trust and success for fashion and apparel retailers:

Merchandise Financial Planning - Gain insight across millions of transactions to ensure your MFP goals align with actual buying trends, and turn every action into revenue gain.
Assortment Planning - Using advanced data insights based on demand, regional trends and attribute, invent.ai assortment solutions help you curate the right product mix for every location.
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.

Explore the invent.ai planning suite

Inventory

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

Allocation & Replenishment - Get insight via our AI to optimize allocated inventory in granular detail at scale, ensuring inventory is in the right place at the right time.
Phantom Inventory, Transfers & Returns - 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.

Explore the invent.ai inventory suite

Pricing

The invent.ai pricing suite uses machine learning and AI-driven insights to support strategic fashion and apparel retail decisions 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 - Ensure SKU-level pricing that’s suited to each season and sales opportunity, moving inventory faster without overreliance on discounted prices.

Explore the invent.ai pricing suite