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Industries / Retail / Fashion & Apparel

How much of this season's buy will you mark down in 8 weeks?

You bet on trends, sizes and colours months ahead — and markdowns plus returns eat the winners. datameld reads your POS, e-commerce and inventory and tells you what's selling through and what to move, in plain English. No data team.

Sell-through · week 6live · POS + online
At markdown risk
34%
8 wks
to EOSS
Printed dresses
31% sold
Jackets
42% sold
Denim
64% sold
Basics
78% sold

Source: POS + e-commerce · sell-through model · reviewed before delivery

The leaks you can't see add up.

In fashion, the buy is a bet — and markdowns, broken sizes and returns are how the bet quietly goes wrong.

Revenue

What comes in

22%

Markdown leakage

Margin given away at EOSS on slow lines.

18%

Broken size curves

Stranded stock in the wrong sizes.

14%

Returns

Online returns eating the winners' margin.

14%

Wrong-store stock

Styles stranded away from demand.

What's left

…unless you catch them

Sound familiar?

If this is your world, you know the feeling.

You buy a season ahead; by week 8 you know which bets are already dead — too late to act cheaply.

Broken size curves strand stock — you're out of M/L and drowning in XS/XXL.

Markdowns and returns quietly turn your winners into break-even.

The same style sells in one store and dies in another — and inventory sits in the wrong place.

You don't lack data. You lack a way to ask it anything.

Your operating brain

It's already watching.

The brain flags what needs your attention every morning — and answers anything you ask. Every item comes back as a decision: the number, the reasoning, the source.

Your operating brain

…or ask it anything

Watching 38 stores · this season's buy

3 things need your attention today.

34% of the season's buy at markdown risk₹1.1Cr
M/L stockouts on 9 hero styles−₹40L
Returns running 2× on 3 online styles−₹22L

Recommended: Chase M/L on the 9 heroes and mark down 12 styles early — save ₹1.1Cr of margin.

Source: your systems · reviewed before delivery live
Why not just your ERP?

Your ERP records what happened.
datameld decides what to do.

Six AI specialists work your data — modelling, investigating, forecasting — and every answer is human-checked. Your brief lands on your phone every morning.

7:02
datameldnow

Good morning. 3 things need your attention:

34% of the season's buy at markdown risk ₹1.1Cr

M/L stockouts on 9 hero styles −₹40L

Returns running 2× on 3 online styles −₹22L

Open brief →

Plugs into what you already run
POSShopify / marketplaceInventory / size-curveReturnsERP
Read-only — it can never change your dataNothing moves. Your data stays putLive in days, not months

Bring us your fashion & apparel question.

Pick this season's biggest buy or your worst returns line. Read-only connection, the decision in two weeks.

1

One question

you pick it

2

Two weeks

read-only

3

The decision

with the ₹ impact

Fixed-fee pilotRead-only accessFounder-run

We'll tell you in week one if we don't see the value — and you walk away free.