Fashion and Apparel
AI Retail Intelligence for Fashion and Apparel
Neura57 helps fashion and apparel retailers forecast demand across a wide SKU range, manage seasonality, and compare outlets using the data in your existing POS and ERP. It connects to your systems with no migration and answers questions in plain language.
The challenges we hear most
Wide SKU range, hard to plan
Hundreds of styles, colours, and sizes make manual demand planning almost impossible.
Seasonal swings
Demand shifts sharply by season and promotion, and gut-feel buying leads to markdowns.
End-of-season dead stock
Unsold seasonal stock piles up and is cleared at deep discounts.
Outlet differences ignored
Each outlet sells a different mix, but allocation is often one size fits all.
How Neura57 helps
- Demand forecasts across a wide SKU range, per outlet
- Seasonal and trend detection to guide buying
- Early warning on styles heading toward dead stock
- Outlet-level allocation insights
Works with the systems you already use
Frequently asked questions
Can Neura57 forecast a large fashion catalogue?
Yes. Neura57 forecasts demand per SKU per outlet across a wide catalogue, and uses similar-product history for new styles that have little data of their own.
Does it handle seasonality?
Neura57 detects seasonal patterns and trends in your own sales history, so buying and allocation decisions reflect how each season actually behaves in your business.
Can it reduce end-of-season markdowns?
By flagging styles that are trending toward dead stock early, Neura57 gives you time to rebalance between outlets or act before deep markdowns are the only option.
Related reading
Demand Forecasting
How to Forecast Demand From Your SQL Account or AutoCount Data
A practical guide to turning SQL Account and AutoCount sales history into AI demand forecasts per SKU and per branch, with no data migration.
10 Jun 2026 · 3 min read
Retail Analytics
How to Consolidate Multi-Outlet Sales Reports in Malaysia
Stop stitching branch reports by hand. Here is how Malaysian retail and F&B chains consolidate sales across every outlet into one view with Neura57.
9 Jun 2026 · 2 min read
Demand Forecasting
How to Reduce Stockouts and Overstock at the Same Time
Stockouts lose sales and overstock ties up cash. Here is how Malaysian retailers use Neura57 forecasting to cut both at once, per SKU and per branch.
30 May 2026 · 2 min read