
Fashion apparel
The original case. A season to land, a carryover range to keep available, and a size run that has to be right at option level rather than in total.
Industries
Fashion apparel is where Fashion Planner started, and the planning problem turned out not to stop there. A brand selling workwear, sports, jewelry, lingerie and swimwear, home interior, beauty, outdoor, or leisure products is doing the same weekly job: deciding what to reorder, how much, and in which variants, on a lead time that is longer than the notice demand gives you.

Who we plan for
The products could not look less alike. The decision behind them — how much to have on the shelf, and when to commit to it — is close to identical.

The original case. A season to land, a carryover range to keep available, and a size run that has to be right at option level rather than in total.

Long-lived ranges bought against contracts and repeat orders. Availability matters more than newness, and a stockout on a core size is felt immediately.

Sharp seasonal peaks over a stable core. The planning question is how much of the peak to commit to early, and what to hold back until the season shows itself.

High value per unit and small physical volumes, so money tied up in slow lines is expensive long before the shelf looks full.

One of the hardest size and cup matrices in retail, where a broken size run makes the remaining stock nearly unsellable.

Long lead times, bulky goods, and colourways that behave like sizes. Reordering late is expensive in both freight and lost sales.

Shades and formats instead of sizes, shelf life to respect, and repeat purchase patterns that make coverage more useful than a seasonal forecast.

Technical products, long production lead times, and weather-driven demand that moves a whole season by a few weeks.

Broad assortments of durable goods with slow, steady demand, where the risk is capital sitting in the long tail rather than empty shelves.
The challenge
Different products, same bottlenecks. These are the ones we meet in planning teams whichever of the nine they sit in.
It works until the assortment grows. Then it is one person's file, it is out of date the day after it is built, and nobody else can safely touch it.
By the time a product proves itself, the window to reorder it has often closed. The decision has to be made on a forecast, not on a result.
Totals look healthy while the sizes, shades, or colourways that actually sell are gone. Planning at style level hides the problem until it is expensive.
Sales, stock, and open orders are all there, and getting them into one usable view each week is a manual job nobody has time for.
In most brands of this size the same person plans core, seasonal, and new. Whatever routine survives has to be quick enough to run every week.
Overstock on slow lines and gaps on fast ones tend to arrive together, because both come from the same missing view of coverage.
30 seconds
Give us 30 seconds of your time and we'll let you know if Fashion Planner is right for you. If it isn't, we will say so.
How Fashion Planner solves it
Fashion Planner is a demand planning and inventory planning platform for textile, interior, beauty, and lifestyle brands. The engine is the same across the nine industries; what changes is the axis your assortment actually varies on.
Size run, cup and band, shade, length, colourway, or a single SKU — the planning happens at the level the product is actually bought and sold in.
Products you intend to keep available are planned on coverage against lead time. Products with a season are planned on sell-through against the curve.
Models trained on your sales history, seasonality, and sell-through per product option, with new products inheriting the pattern of what they most resemble.
Sales, stock, and open orders sync from the ERP, and the week ends in a concrete order suggestion with a size or variant breakdown you can act on.





Used across apparel, footwear, beauty and interior ranges by brands including DK Company, Rains, Nailster, Lux Kids and No Brakes. See customer cases
In practice
What separates these industries is the product. What unites them is that demand has to be estimated before it can be met, and that the estimate is worth more than the argument about it. That is the ground covered in our article on turning uncertain demand into better inventory decisions. and it applies whether the variant is a size or a shade.
In every one of the nine there is a group of products you never intend to sell out of. Workwear has more of them than fashion apparel does, and beauty more than outdoor, but the routine for keeping them available is the same one described in our article on NOOS planning and core availability. Coverage against lead time is the number that matters, not the size of any single order.
A plan is only useful once it becomes a purchase order someone can send. How a forecast turns into a quantity, split across the variants a supplier will actually accept, is walked through in our article on order suggestions and size breakdown. The same step runs whether the breakdown is a size curve or a shade mix.
What changes
What planners in these industries tend to notice first once the routine is in place.
Core products stay available, because coverage is reviewed against lead time often enough to act on it.
Less cash standing still in the slow end of the assortment, because it is visible before the reorder is placed.
Fewer broken size runs and variant gaps, because the plan is made at the level the product sells in.
One view the whole team works from, instead of a spreadsheet only its author can safely change.
A planning week that ends in a decision, not in preparing the data to make one.
Questions we get
Usually yes. The platform cares about products, variants, lead times, and sell-through — not about what the product is. Workwear, jewelry, beauty, home interior, outdoor and leisure brands all plan on the same mechanics. Where it fits less well is a business with no meaningful lead time or no repeat assortment.
Yes. The variant level is configuration, not a hard-coded size run. Whatever dimension your assortment actually breaks down into is the level the forecast, the coverage, and the order suggestion are calculated on.
No. Brands that span, say, apparel and home interior run them in the same setup, with the segmentation separating how core, seasonal, and limited products are treated.
If you carry stock, reorder it, and wait on a lead time, it is worth a short conversation. The Can we help? assessment is the quickest way to get an honest answer before booking anything.
Related reading
Three articles covering the parts that apply whichever industry you sit in.
How uncertain demand becomes an inventory decision you can defend, and what forecast precision is actually worth.
Read articleKeeping the products you never want to sell out of available, without parking cash in them.
Read articleSeeing the next 52 weeks of stock before they happen, and setting a safety level you can justify.
Read articleNext step
A demo is the fastest way to find out how this looks with your products, your variants, and your lead times. If you would rather start with the process, say so and we will start there.
Give us 30 seconds of your time and we'll let you know if Fashion Planner is right for you. Can we help?