Demand forecasting by size and store
The AI crosses sales history, season and trend to forecast demand by SKU, size and point of sale. You buy and distribute with data, not intuition.
Industries
AI and automation for Retail & Fashion
In retail, money is lost at the extremes: stockouts of what sells and markdowns of what does not. We apply AI to forecasting, restocking and content so every collection launches sooner and lands better distributed.
Where it hurts
What's costing you time and money today.
- Unbalanced inventory: stockouts in some stores and surplus of the same item in others
- Every collection launch delayed by the production of photos, texts and product listings
- Demand estimated by experience, with seasons ending in aggressive markdowns
- Customer care split between the physical store and the online channel
What we build
Concrete solutions, not promises.
These are real automations we've built for this sector. Every project starts from your own processes, not a closed catalogue.
Automatic catalog content
Descriptions, attributes and variants for each garment generated from photos and basic data, in several languages and in the brand’s tone. Launches stop waiting for content.
Stockout and restocking alerts
The system watches stock by store and channel, warns before the stockout and proposes inter-store transfers or restocking based on each location’s sales forecast.
Online shopping assistant
An assistant that recommends by style, size and real availability, resolves shipping and exchange questions, and reduces returns caused by wrong sizing.
Applicable services
How we make it happen.
We combine these services depending on what your case needs. In the free audit we tell you where to start.
Frequently asked questions
Common questions about this sector
Have another question? Write to us and we'll answer within 24 hours.
What data do I need for demand forecasting?
The sales history from your ERP or POS (ideally two seasons or more) is enough to start. More data (stock by store, returns, campaigns) sharpens the forecast, but you need nothing you do not already have.
Does it integrate with my ERP and POS?
Yes. We build on the sector’s usual ERPs and POS systems and on your e-commerce platform. Forecasts and alerts feed on your real sales, and recommendations appear where your team already works.
Does it cope with fashion seasonality?
It is designed for it. The model learns your seasons, sales periods and launches, and tells the pattern of a wardrobe staple from that of a seasonal item. The forecast recalculates with every week of real sales.
Retail & Fashion
Tell us about your processes and we'll tell you exactly what to automate.
In a 30-minute call we analyse your operation and hand you a report with the AI opportunities in your business. No strings attached.