Cut wastage tracked per table, per branch, per roll — because in this business the yield is the margin, and nobody writes it down.
Metre-level sell-through, cut wastage and roll ageing — by branch and by cutting table, narrated by Iris.
Fabric is sold by the metre and lost by the centimetre. A cut that runs a little long, a remnant that will never sell, a lot change nobody noticed — none of it appears on a P&L line called wastage.
Cut wastage tracked per table, per branch, per roll — because in this business the yield is the margin.
Iris logs the wastage nobody writes down.
Every roll traced to its dye lot in under a second, so a cut that spans two batches is stopped before the cloth is cut, not after it is made up.
Iris sees the shade drift the eye will not.
Metres by colourway modelled before the design run is placed, and ageing lots routed to clearance while they are still worth something.
Iris sizes the run before the mill does.
| Rule | Threshold | Now | State |
|---|---|---|---|
| Gross margin | ≥ 39% | 41.7% | watch |
| Repeat trade buyers | ≥ 40% | 43% | clear |
| Cut yield | ≥ 92% | 96.4% | clear |
| Run-size forecast accuracy | ≥ 86% | 90.2% | clear |
| Model | Predicts | Accuracy |
|---|---|---|
| Cut yield | wastage by table | 91.6% |
| Run sizing | metres by colourway | 89.9% |
| Lot ageing | clearance risk | 90.5% |
Cut yield reads 96.4% against a 92% threshold and looks untouchable. The model reads yield by table rather than by estate, which is the only resolution at which a single cutting counter can be seen at all. Iris then dates it — nine days ago — and prices the fix as a briefing rather than a project. Left alone it is 0.4 margin points across the quarter.
Metre-level sell-through, cut wastage and roll ageing — by branch and by cutting table.
A fabric till does not scan a product, it measures one. The unit of sale is a length cut in front of the customer, and everything downstream — yield, traceability, remnant value — depends on that moment being recorded properly.
The cut is the transaction. Metres sold, metres cut and metres left on the roll are three different numbers, and the till records all three.
The roll and its lot go with the sale. Which roll, which dye lot, which table — captured at the counter, which is the only reason traceability takes 0.8 seconds later.
Iris knows what finishes the order. Lining, interfacing, thread and trims are the attach in this category, and 6.4 basket metres is how the prompt is judged.
Margin, repeat trade buyers, cut yield and run-size accuracy on one live board — with Iris naming the cutting table that is quietly costing a fraction of a point a quarter.
Yield sits directly under margin. In fabric they are the same conversation: 41.7% gross margin and 3.6% cut wastage are two views of one number.
Trade buyers are a different customer. 43% repeat trade at 6.4 basket metres behaves nothing like retail footfall, and the board reports them as their own lens.
The fourth lens audits the AI. Run-size forecast accuracy sits beside margin, because in this business a mis-sized run becomes ageing stock rather than a lost sale.
Trial balance, P&L, balance sheet and cash flow on a ledger that ties out to the penny — across 38 branches whose largest asset is cloth on a roll, valued by the metre and ageing by the day.
Wastage is a cost line, not a rounding difference. 3.6% of every metre cut has to appear somewhere, and a ledger that cannot see it reports a margin it does not have.
Remnants are stock with a value. £8,400 of recoverable offcut is inventory, and treating it as scrap is a decision rather than an accounting fact.
Ask Iris for any number. Any branch, any roll, any lot, any period — answered in the conversation rather than a week after close.
A design run is a commitment to a quantity of one colourway that cannot be re-cut later. Buy it short and the range is broken; buy it long and it ages on a roll at twenty-one days and counting.
Metres by colourway, before the mill runs. Run sizing at 89.9% is the last decision that can still be changed, because a dye lot cannot be topped up to match.
Ageing is a clock, not a status. Lot ageing at 90.5% flags clearance risk while the cloth is still worth moving, rather than when it is already dead stock.
Routing beats discounting. Iris prices moving an ageing lot to the branch that sells it against marking it down where it stands.
The cutting table is the machine in this business. It is also the least instrumented surface in the shop, which is exactly why a nine-day-old habit can cost a quarter of a margin point before anyone notices.
The table is the unit of measurement. Yield reported per table rather than per branch is the difference between a number you can act on and a number you can only quote.
Standards are a briefing, not a retraining programme. Most yield loss is one habit at one table, and it is corrected in a fortnight when it is found in a fortnight.
Iris watches the exception, not the routine. The thirty-seven branches cutting to standard stay quiet; the one that is not is named and dated.
Cutting is a skill with a measurable output, which makes this one of the few retail floors where an individual's technique shows up directly in gross margin.
Yield is attributable. Cut quality belongs to a table and a shift, so coaching goes to the person who needs it rather than to a whole branch meeting.
Trade counters need different cover. A trade buyer taking 6.4 metres is a longer transaction than a retail cut, and the roster should know which counter is which.
Hours, payroll and compliance on one record. Who worked, where, at what rate — without a second spreadsheet per branch.
Grouped by what they act on. Pick one and it runs.
Thresholds that fire on the shift the breach happens (the “Zen Rules” layer) — the roll and its lot, the table and its yield, the ageing stock and where it should go. Three solutions run on this layer.
One branch, one cutting table. Waste at 7.7% against an estate average of 3.6% — and 11.4% of it on cuts under two metres. Left alone it is 0.4 margin points across the quarter.
| Order | Lot A | Lot B | Metres | State |
|---|---|---|---|---|
| ORD-3312 Suiting | D-118 | D-121 | 9.5 m | shade risk |
| ORD-3318 Shirting | S-771 | S-774 | 6.0 m | shade risk |
| ORD-3324 Velvet | V-233 | V-233 | 4.2 m | single lot |
| ORD-3330 Lawn | L-402 | L-409 | 12.0 m | same batch |
| Other 41 cuts | — | — | 186 m | single lot |
Two cuts today span lots with measurable shade drift above tolerance — a suiting order at ΔE 3.1 will show as two different fabrics once it is made up. The customer will not see it in the shop; they will see it at the first fitting, and by then the cloth is cut.
The cutting table is where the margin is made and lost, and in most fabric businesses it is measured by branch, by month, in aggregate — which is exactly the resolution at which a single bad habit becomes invisible.
Yield is attributed to the table and the shift, not to the branch, because a branch average of 3.6% can hide a table running at 7.7%.
Metres cut, metres sold and metres left are reconciled per cut, so wastage is a measured figure rather than a difference nobody explains.
Throughput and yield are read together — a fast table losing cloth is not productive, it is expensive.
A drift is dated. Knowing a habit started nine days ago is what turns a coaching conversation into a specific one.
The same per-table record is what trains the yield model to 91.6% — the rule and the prediction read from one measurement.
Cloth does not spoil, which is precisely the problem — nothing forces the decision. A roll can sit for a year looking like an asset while it quietly becomes a markdown, and roll ageing at twenty-one days is the number that keeps that honest.
Ageing is tracked per roll and per lot, so a slow line is visible while it still has full-price options.
Clearance is routed rather than announced — the branch or outlet that actually sells that cloth is identified before a discount is set.
Moving is priced against marking down, and the cheaper answer is chosen deliberately rather than by default.
Whole remaining lots move together where possible, because splitting an ageing lot across branches creates the shade problem the L1 screen exists to prevent.
What cleared, where and at what price feeds the ageing model, which is why clearance risk is predicted at 90.5%.
Runs, lots and where they should go (the “Zen Models” layer) — modelled early enough to act on, with the cause named and the move costed. Three solutions run on this layer.
| Branch | Cut | Waste | Remnant | State |
|---|---|---|---|---|
| Branch 07 | 4,180 m | 7.7% | £2,100 | 2.1× estate |
| Branch 12 | 3,640 m | 4.1% | £1,180 | above |
| Branch 03 | 3,910 m | 3.2% | £940 | at estate |
| Branch 21 | 2,880 m | 2.8% | £610 | best |
| Other 34 branches | — | 3.4% | £3,570 | at estate |
Branch 07 is not careless across the board — it loses 11.4% on cuts under two metres and matches the estate everywhere else. One table, one habit, one cut length. Setting a minimum-cut rule and pricing the offcut recovers most of the £2,100 without retraining anyone.
A design run is the least reversible decision in the business. Metres by colourway have to be right before the mill runs, because a dye lot cannot be topped up later without becoming a different fabric.
Demand is modelled per colourway at 89.9%, not per design — the design sells, but the colourway is what you actually have to buy.
Under-running and over-running fail differently: one breaks the range mid-season, the other becomes an ageing roll at twenty-one days and climbing.
The shade-drift evidence from the L1 layer feeds the run size directly, because a lot that cannot be topped up has to be bought whole.
Branch-level demand shapes the split before the cloth arrives, rather than being corrected by transfers afterwards.
Every run scores itself against its own forecast, which is why run-size accuracy sits on the board at 90.2% and improving.
Fabric demand arrives in a rush and then stops. Wedding season, Eid, festive tailoring — each is a fixed date with a lead time measured in months, and the cloth has to be standing in the right branch before it starts.
Occasion demand is modelled as its own shape rather than smoothed into a monthly average that describes no actual week.
Festive cloth skews heavily by branch — the same design sells four times the metres in one catchment and sits in another.
Allocation is planned to the branch that will cut it, which is also how ageing is prevented rather than cleared later.
The buy, the roster and the cutting capacity are planned against the same dates, because a drop is a labour event as much as a stock one.
What did not sell becomes next season's routing input rather than next season's markdown.
Not a screenshot — the actual agent, reading the same estate the rules and models write to.
The sector solutions sit on top of these. They are not an upsell and they are not configured per customer — every Zentallio retail deployment ships with all twelve.
You configure a sector playbook, not a custom project. Iris applies it herself — agentically, from day one.
Onboarding is agentic. Iris connects the roll file, the dye-lot register and the branch list directly — no manual data mapping.
Existing rolls are scanned in, not retyped. Every roll on hand takes its lot and its ageing clock from receipt, which is what makes traceability real in week one.
Live in weeks, learning from day one. Go-live is a configuration, not a project plan — and every cut from the first day trains the yield model.
The first line of support is agentic — Iris resolves most of it herself. Our engineers pick up from there.
Layer 1 — Iris, 24/7. Configuration questions, anomalies and routine issues resolved directly, instantly.
Layer 2 — our engineers. Anything Iris can't close escalates automatically to a Zentallio engineer.
No blank tickets. Every escalation arrives with Iris's own diagnosis — engineers start from an answer.
Yield averaged across a branch, so one table at 7.7% disappears into an estate figure of 3.6% that looks like a target being met.
A cut that spans two dye lots, sold without comment, and seen for the first time at the customer's fitting — when the cloth is already cut.
Offcuts swept up as scrap when £8,400 of them across the estate are stock with a price.
Every roll traced to its lot in 0.8 seconds, yield attributed per table and per shift, and ageing lots routed before they need discounting.
Wastage by table at 91.6%, metres by colourway at 89.9%, clearance risk at 90.5% — so the cause is named, not guessed.
“Why, and what do I do?” — re-brief that table, and the yield comes back inside a fortnight.
Fabric & Textile is sector seven of nine in Fashion Retail. The layers, the six products and Iris herself are the same ones running across ten Food & Beverage sectors.