Zentallio

Fashion Retail

Nine fashion retail sectors, 49 store formats. Flagship solutions and sector-specific AI, configured per format.

Pick your sector

9 sectors, one AI — configured per format.

The AI that reads the size curve.

A size break caught in week two, not week eight — because the transfer still works while the run is complete.

The AI that times the first markdown.

Cut date set per style, per store — going earlier on the right lines beats going deeper on all of them.

The AI that stocks the door that sells.

Replenishment routed by what each store actually clears, not by what it ordered last month.

210Units / hr
71.4%Full-price sell-through
88%Size-run health
Built for Apparel & RTW · 6 solutions
Size-curve break detection
AI · L2

Iris spots a style running out on the sizes that actually sell, weeks before the shelf looks empty, and proposes the transfer.

Style sell-through forecast
AI · L2

Predicts eight-week sell-through from the first ten days of trade, so buys and re-cuts happen while there's still time.

Markdown timing engine
AI · L2

Recommends the first cut date per style, per store — protecting full-price sell-through instead of blanket-discounting the season.

Allocation & replenishment rules
AI · L1

Pushes stock to the door that sells it, not the door that ordered it. Runs nightly, no planner intervention.

Fitting-room conversion
AI · L2

Zen AI Vision links try-on volume to purchase by style — separating a fit problem from a demand problem.

Core vs fashion mix control
AI · L1

Holds basics availability at target while fashion lines rotate, so the never-out-of-stock lines never go out of stock.

Seven live products

Pick one. It opens the real screen.

Sell-through by style, size-curve health and weeks-of-cover — every door on one board.

Balanced ScorecardThe board · four lenses, live

Financial, Customer, Operational and AI Learning on one live board.

52.4%Gross margin · season-to-date
38%Repeat purchase rate
71.4%Full-price sell-through
92.8%Demand forecast accuracy

STYLE AW-4412 · BREAKING ON M / L IN 6 STORES

Iris

“Move 84 units from the three slowest doors — holds full price 11 more days.”

Point of SaleThe counter · live till, Iris upsell

Every channel, one cart, one stock pool — with Iris making the calls at the counter. Size and colour matrix at the till, barcode or RFID, exchange and store credit without leaving the sale.

251Orders live
4Channels, one cart
1Stock pool

EVERY CHANNEL · ONE CART · ONE STOCK POOL

Iris

Last M in this store. Offer the L in Store 09 — reserve-and-collect.

Numerus · CFOThe ledger · balanced, not estimated

GL, AR, AP, inventory and cash tied to the trading data and closed to the board's numbers.

4.82MNet revenue
2.41MCOGS
1.78MGross margin

MARGIN BRIDGE · SEASON TO DATE

Iris

Style-level gross margin after markdown, freight and returns.

Nexus · Supply ChainThe pipeline · forecast, procurement, logistics

From mill to door — purchase orders, lead times and landed cost, modelled before they slip.

46 / 42 daysMill → DC lead time
3.1 / 3.0 daysDC → door
88 / 95%On-time intake

TWO POS THREATEN THE WEEK-31 FLOOR SET

Iris

Coimbatore is four weeks late on the Oxford shirt and it is the only PO feeding the week-31 floor set. Air-freighting the first 2,000 costs $4,100 and saves a nine-day hole on the wall — the balance can come by sea.

SPLIT: AIR 2,000 / SEA RESTPUSH FLOOR SET A WEEKOPEN SUPPLIER RECORD
Motus · OperationsThe estate · standards, assets, energy

Store standards, fixtures, energy and security as deterministic rules that fire on breach.

20 / 22 doorsVM compliance
6 · target 0Fixture faults open
+7 / 0%Energy vs baseline

ONE DETACHER OUT OF SERVICE — SHRINK EXPOSURE

Iris

Lille has run two days with the tag detacher out, and its shrink is already 0.4 points above estate. That is not a coincidence — the fix is a same-day engineer call, not a stock recount.

RAISE SAME-DAY ENGINEERLOCK HIGH-VALUE FIXTURESHOW SHRINK BY DOOR
Manus · WorkforceThe floor · roster, payroll, compliance

Cover modelled against the hours that actually convert, with compliance checked as it happens.

179 / 186 shiftsRoster coverage
82 / 100%Saturday peak cover
168 / 186Fitting-room trained

SATURDAY IS THE ONLY DAY THAT BREAKS

Iris

Seven shifts are open and five of them are Saturday peak — the hours that convert. Lyon is two down on the day it takes 19% of its week. Offering the shifts to trained staff in Bordeaux costs travel but holds conversion.

OFFER TO TRAINED POOLAPPROVE OVERTIMESHOW SATURDAY CONVERSION
Zentallio VisionThe cameras · footfall, queues, safety

Footfall, queues, try-ons, revisits, safety and productivity — your cameras, turned into decisions.

31 / 35%Footfall → try-on
86 / 95%Queue under 3 min
131 / 132Cameras online

LYON IS LOSING SALES AT THE TILL, NOT ON THE FLOOR

Iris

Lyon converts browsers as well as Paris — then 7 people wait over four minutes at a single open till between 17:00 and 18:30. Opening the second till for that window recovers an estimated 14 sales a day.

OPEN TILL 2 AT 17:00MOVE ONE STYLIST TO TILLSHOW QUEUE BY HOUR
Every solution · Apparel & Ready-to-Wear
On The Floor · 2 solutions

Where stock sits, moves and sells.

Thresholds that fire on the shift the breach happens — no model lag, no waiting for a report.

Allocation & replenishment rulesL1 · Zen Rules

Pushes stock to the door that sells it, not the door that ordered it. Runs nightly, no planner intervention.

142MOVES PROPOSED
1,880UNITS
86%ACCEPTED

ONE MOVE HELD — IT WOULD BREAK S AT THE SENDER

Iris

The run is weighted by conversion, not depth — Lille holds the units but Paris sells M and L twice as fast. One move is held back because it would open an S gap at Rennes to close an M gap at Bordeaux; that trade is not worth making.

RELEASE 141 MOVESOPEN THE HELD MOVEHOLD UNTIL 06:00
Core vs fashion mix controlL1 · Zen Rules

Holds basics availability at target while fashion lines rotate, so the never-out-of-stock lines never go out of stock.

98.2%CORE AVAILABILITY
62 / 38CORE · FASHION
2LINES BELOW FLOOR

CORE WAS 62% TWELVE WEEKS AGO

Iris

Fashion has drifted from 38% to 49% of units in twelve weeks, and the two core lines below the floor are the ones that funded it. Grey marl has nothing on order at 2.2 weeks of cover — it will breach inside a fortnight.

RAISE A CORE POCAP FASHION AT 42%SHOW THE DRIFT BY WEEK
Planning & Margin · 4 solutions

What is modelled before it lands.

Modelled early enough to act on, with the cause named and the move costed.

Size-curve break detectionL2 · Zen ModelsAI

Iris spots a style running out on the sizes that actually sell, weeks before the shelf looks empty, and proposes the transfer.

6 / 22DOORS BREAKING
84UNITS TO MOVE
11 dFULL-PRICE RUNWAY

M AND L BELOW REORDER POINT IN 6 DOORS

Iris

The break is not spread — it concentrates in the four doors that took the first allocation, which sold through fastest and were never topped up. That pattern says allocation, not demand. Moving 84 units from the three slowest doors holds full price 11 more days; markdown instead costs 4.2 points.

APPROVE THE 84-UNIT MOVESHOW THE 4 DOORSRE-RUN ALLOCATION
Style sell-through forecastL2 · Zen ModelsAI

Predicts eight-week sell-through from the first ten days of trade, so buys and re-cuts happen while there's still time.

71.4%8-WEEK PROJECTION
91.8%MODEL ACCURACY
10 dTRADE OBSERVED

NEW COLOURWAYS CARRY THE WHOLE ERROR BAND

Iris

The shortfall is one colourway, not one style — ecru projects 52% while the identical body in navy projects 81%. That is a colour call, not a design call. Re-cutting navy against the ecru buy lands the season on plan without touching the range.

RE-CUT NAVYCANCEL ECRU BALANCEOPEN COLOUR HISTORY
Markdown timing engineL2 · Zen ModelsAI

Recommends the first cut date per style, per store — protecting full-price sell-through instead of blanket-discounting the season.

11.2%MARKDOWN RATE
18STYLES IN WINDOW
4.2 ptsMARGIN PROTECTED

EVERY WEEK OF DELAY ADDS ~4 POINTS OF DEPTH

Iris

Ecru is the one that cannot wait. At day 22 a 15% cut clears the balance; at day 36 it needs 30% and gives back 4.2 points. The other three are still inside their window — cutting them now would spend margin you do not need to spend.

SCHEDULE 15% ON ECRUHOLD THE OTHER THREESIMULATE 20%
Fitting-room conversionL2 · Zen ModelsAI

Zen AI Vision links try-on volume to purchase by style — separating a fit problem from a demand problem.

34%TRY-ON → BUY
1,240TRY-ONS
18%WORST CONVERTER

SIZING CITED 3× MORE THAN THE RANGE AVERAGE

Iris

AW-3390 pulls the second-highest traffic in the range and converts worst — 290 try-ons, 52 sales. More than half the returns cite the shoulder. That is a block problem on one body, and no amount of allocation will fix it.

FLAG BLOCK TO BUYINGPUBLISH SIZE GUIDANCECOMPARE TO LY BODY

Standard across all nine sectors: 12 core POS solutions — checkout, returns & exchange, store credit, tender & reconciliation, tax, discount governance, customer capture, loyalty, offline resilience, cash management, shift close and audit trail.

See it configured for your sector.

Tell us the sector and we'll come back with a walkthrough built on your formats — not a generic tour.

Configured demo in 3–5 working days · No hardware · No long-term contract

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