Why Does the Second Reorder Look Different From Run One?
A second run that looks different from the approved sample is rarely one mistake. It is the sum of small, permitted moves - a new dye lot, a substitute slider, a different needle plate - that nobody recorded. This article names the moves, shows how each one is measured, and sets the fields that stop them.

['MOQ 500 pcs per style and colourway; 300 pcs open to discussion on a repeat.', 'Sampling 6-10 working days from a signed-off tech pack.', 'Bulk production 35-50 days from written sample approval.', 'Inspection at AQL 2.5, ISO 2859-1, General Inspection Level II.', 'T/T 30/70, FOB Xiamen; CIF and DDP available.', 'A reorder repeats a drawing; it does not repeat a day on the line.', "Ten variables move between runs; four of them are nobody's fault."]
Repeat buyers rarely lose confidence because a bag fails a test. They lose it because the carton that lands is not the bag that was approved, and no one can point to the single change that caused it. That ambiguity is expensive: it turns a technical problem into a negotiation, and a negotiation into a price concession at the next booking.
The useful way to read a second run is as a controlled experiment that was never set up. Run one was made on a particular day, from a particular fabric roll, on a particular machine, by a particular line, against a particular drawing. Run two changes some of those inputs and keeps others. Everything that changed is a candidate explanation, and everything that stayed the same is a control.
What Actually Changes Between Run One and Run Two?
Ten inputs account for almost every visible difference between two runs of the same style: the fabric lot, the dye lot, the coating batch, the foam batch, the trim and hardware purchase, the thread lot, the pattern and cutting dies, the machine setting, the operator, and the packing method. Some of these are chosen by the plant; some are forced by what the material market can deliver that month.
The first job of a reorder comparison is therefore not blame. It is classification. Sort each difference into one of three boxes: a material input that moved, a process setting that moved, or a documentation gap that let the movement pass unrecorded. Only the third box is always a process failure, and it is also the one that costs least to fix.
Which Drift Is Visible and Which Drift Is Measured?
Visible drift is the difference a buyer sees without tools: shade, hand feel, stitch density, panel symmetry, logo placement, the way a webbing tail is folded. Measured drift is the difference that needs an instrument: fabric mass per unit area, foam density, seam strength, colour difference against a reference, zipper pull strength.
Visible drift starts arguments because it is judged by eye and by memory. Measured drift settles them because it is judged against a number that was written before the run started. A reorder programme shifts most of its disputes from the first category to the second by deciding, in advance, which five or six properties get a number.
| Difference | Where it comes from | How it is judged | Who agrees the band |
|---|---|---|---|
| Shade of the body fabric | Dye lot, dyehouse, liquor ratio | Instrumental colour difference plus a gray scale | Both parties, before the run |
| Hand feel and stiffness | Coating batch, laminating temperature | Bend length or a retained hand panel | Both parties, from the gold sample |
| Stitch density | Machine setting, operator habit | Stitches per 100 mm counted at fixed points | Written in the spec file |
| Panel dimensions | Pattern, cutting die, tension | Measured flat at named points | Written in the spec file |
| Hardware finish | Plating batch, purchase source | Visual against a retained reference | Both parties, from the gold sample |
| Foam thickness | Foam purchase, cutting method | Thickness at named points | Written in the spec file |
How Does a Dye Lot Move the Colour of the Same Fabric?
A dye lot is the quantity of fabric dyed in one bath or one continuous run. Two lots of the same recipe can differ because the water quality differs, the dye shipment differs in strength, the liquor ratio shifts, the dwell time shifts, or the fabric substrate absorbed differently. None of those is a mistake; all of them are normal process variation that has to be bounded rather than eliminated.
What makes lot-to-lot shade tolerable is a reference and a band. The reference is a retained panel from the approved run, stored away from light. The band is a colour difference limit agreed in writing and read with an instrument under a fixed illuminant, backed by a gray scale reading when the two parties disagree. Without both, the conversation is two people describing a colour in words.
Why Does Trim and Hardware Move Without Anyone Noticing?
Trim is bought in lots that rarely line up with bag production lots. A zipper chain, a slider, a D-ring, a magnetic snap or a buckle is purchased when the previous purchase runs out, and the purchase follows price and availability. A slider from a different purchase can differ in plating tone, pull weight and the sound it makes when it closes.
Because trim is small, it is the most commonly substituted item in a repeat programme and the least commonly recorded. The defence is a component register: every trim item named by brand, material, finish and code, with a retained physical reference attached to the spec file and a rule that any change needs a written note before it ships.
What Role Does the Operator and the Machine Play?
Two identical machines produce different bags when their settings differ: needle size, thread tension, presser-foot pressure, feed timing, and the sharpness of the needle. Two operators on one machine produce different bags when their habits differ: how far a panel is stretched into the foot, how a corner is turned, how much a seam allowance is trimmed. Both effects land in the same place - stitch density, panel size and seam appearance.
This is why a first-piece sign-off matters more on a repeat than on a new style. On a new style everyone is watching. On a repeat run the line assumes it already knows the job, and the machine that was set for the previous style is not reset. The first five pieces off the line, measured against the gold sample, catch that in an hour.

How Is Drift Measured Instead of Argued About?
Measurement needs three things to be defensible: a named method, a named instrument and a named sampling position. Colour difference read as a single number is meaningless unless the illuminant, the observer angle and the comparison reference are stated. A dimension is meaningless unless the bag is measured flat, unstuffed, at a named point, with the tape under the same tension every time.
Sampling procedure for attributes is standardised. Under ISO 2859-1, General Inspection Level II, a lot of 501 to 1,200 units takes a sample of 80 with an accept number of 5 and a reject number of 6; a lot of 1,201 to 3,200 takes 125 with 7 and 8; a lot of 3,201 to 10,000 takes 200 with 10 and 11. Those figures are read from the standard tables, not invented, and they are the same tables the inspection report should cite.
| Lot size (units) | Sample size | Accept | Reject |
|---|---|---|---|
| 151 - 280 | 32 | 2 | 3 |
| 281 - 500 | 50 | 3 | 4 |
| 501 - 1,200 | 80 | 5 | 6 |
| 1,201 - 3,200 | 125 | 7 | 8 |
| 3,201 - 10,000 | 200 | 10 | 11 |
| 10,001 - 35,000 | 315 | 14 | 15 |
Which Tolerances Should Be Written Before Run Two?
A tolerance that is not written is a preference, and a preference cannot be enforced. The smallest useful set for a bag programme covers body shade, trim shade, foam thickness, overall dimensions at named points, stitch density, and print or logo placement. Six properties are enough for most styles; a programme that writes thirty tolerances usually checks none of them.
The six numbers worth writing before run two
- Body fabric: instrumental colour difference against the retained reference, plus a gray scale fallback.
- Trim and hardware: brand, material, finish and code, with a retained physical reference.
- Foam or padding: thickness at named points and density recorded from the purchase certificate.
- Dimensions: length, width and depth measured flat, unstuffed, at named points, with a plus-or-minus band.
- Stitch density: stitches counted over a fixed length at three named seam positions.
- Artwork: position measured from two fixed edges, and a retained printed reference.
Each of those numbers needs an owner, a method and a record. The owner is the person who signs the comparison sheet. The method is the sentence that says how the number is taken. The record is where the number is written, which for a reorder programme is a single sheet per run that travels with the purchase order.
What Does a Reorder Spec File Add to the Original Tech Pack?
A tech pack describes a product. A reorder spec file describes a product plus its history: what was approved, what was measured on the approved run, what changed since, and what must not change next time. It carries the revision log, the retained-sample register, the component register, the tolerance table and the comparison sheet from the previous run.
The practical difference shows up at booking. With only a tech pack, a reorder is quoted as if the style were new, and every ambiguous field is resolved by whoever is holding the order that week. With a spec file, the ambiguous fields were resolved once, in writing, and the reorder is a short document that points at them.
How Do You Inspect a Second Run Without Re-Opening the Whole Programme?
A reorder inspection is a comparison, not a full qualification. It should take less time than the first inspection and ask a narrower question: does this lot match the retained reference inside the agreed bands? That means the inspector arrives with the gold sample, the reference measurements and the tolerance table, and leaves with one sheet.
Where the answer is inside the band, ship. Where it is outside, the sheet says which property, by how much, at which sampling position, on how many units. That is the whole difference between a claim and an argument: an argument has adjectives, a claim has numbers attached to named positions on named units.
What Does Drift Cost Compared With Preventing It?
Prevention on a repeat programme costs little because almost all of it is clerical: a retained sample in a drawer, a component register, a tolerance table, a first-piece sign-off, and a comparison sheet. Those five items add hours to a run, not days, and they are created once and reused on every subsequent booking.
Drift is expensive in a different currency. It costs the re-inspection, the rework, the air-freight that rescues a season, the markdown that clears a mismatched shade, and the internal time spent deciding what to do. It also costs the next booking, because a buyer who cannot predict what will arrive reduces the size of the order they are willing to place.
A second run differs because inputs moved and nobody bounded them. Bound the six properties that matter, retain the reference, and the second run stops being a surprise and becomes a measurement.

Bring us the two runs
Send the approved sample reference and the second-run measurements. We coordinate production against a written tolerance table, inspected at AQL 2.5 under ISO 2859-1, and we tell you which inputs moved before you book the next run.
Frequently Asked Questions
Why does the second order look different when the drawing did not change?
Because a drawing fixes geometry, not inputs. The fabric lot, the dye lot, the foam batch, the trim purchase, the machine setting and the operator all move between runs, and none of those appear on a drawing. A reorder matches when the inputs are bounded in writing, not when the drawing is unchanged.
Is a visible difference always a defect?
No. A difference only becomes a defect when it falls outside a band that both parties agreed before the run started. This is why the tolerance table has to exist before production rather than after the cartons land, and why the retained reference has to be a physical sample rather than a photograph.
How many units should be pulled to compare two runs?
Use the standard attribute sampling tables for the lot size. Under ISO 2859-1 at General Inspection Level II and AQL 2.5, a lot of 501 to 1,200 units takes a sample of 80 with an accept number of 5, and a lot of 1,201 to 3,200 takes 125 with an accept number of 7.
What is the least expensive thing a buyer can do before run two?
Retain a physical reference sample from the approved run and store it away from light, then write down six tolerances against it. Those two steps cost almost nothing and they convert most later disputes from opinion into measurement, which is where they are resolved fastest.
Can two dye lots of the same recipe be identical?
Not reliably. Water quality, dye strength by shipment, liquor ratio, dwell time and substrate absorbency all vary between lots. The realistic goal is not identity but a bounded difference, read with an instrument under a fixed illuminant and backed by a gray scale reading when the two sides disagree.
Why is trim the most commonly substituted item on a repeat?
Trim is purchased in lots that do not line up with bag production lots, and the purchase follows price and availability. A slider or D-ring from a different purchase can differ in plating tone, pull weight and closing feel, yet it is small enough to pass a casual visual check unnoticed.
Does a reorder need a new sample?
Usually not, provided the style, the materials and the construction are unchanged and the retained reference is intact. A new sample is needed when a component is discontinued, when a tolerance is widened, when the construction changes, or when more than a set period has passed since the last run.
Who should hold the gold sample?
Both sides should hold one, sealed and dated, from the same approved run. When only one side holds the reference, every disagreement becomes a question of trust. Two sealed references from the same run, stored away from light, remove that question from the conversation entirely.
How is stitch density written so it can be checked?
As a count over a fixed length at named seam positions, for example stitches per 100 mm measured at three named points on the main seam. A count written without a length and without positions cannot be checked, because two people will choose different places to count and get different answers.
What should the comparison sheet contain?
The run number, the lot size, the sampling plan used, the measurements at each named position, the reference measurements from the approved run, the band agreed for each property, and a pass or fail line per property. One sheet per run, filed with the purchase order, is enough for most programmes.
Does a tighter tolerance cost more?
Usually, and the increase should be quoted rather than assumed. Tighter bands mean more sorting, more rejected material and sometimes a dedicated fabric or trim purchase. The useful comparison is the cost of the tighter band against the cost of the rework, the markdown and the smaller next order that drift produces.
How do you stop the same drift recurring on run three?
Record the drift on the comparison sheet, name the input that moved, and add that input to the component register or the tolerance table with a retained reference. A repeat programme improves only when each run leaves behind a written change that the next run inherits.
People Also Ask
What causes colour variation between production runs?
Dye-lot variation: water quality, dye strength by shipment, liquor ratio, dwell time and substrate absorbency. It is bounded by a retained reference panel, an agreed colour difference band read with an instrument under a fixed illuminant, and a gray scale reading as the fallback when the two sides disagree.
How do you compare two production runs of the same bag?
Pull a sample sized from the ISO 2859-1 tables for the lot, lay each unit beside the retained gold sample in a light booth, and record dimensions, shade, hardware codes and stitch density at named positions on one sheet against the agreed bands.
What is an acceptable colour difference between batches?
There is no published commercial limit for bags. The band is an agreement between the two parties, written into the spec file before the run, expressed as an instrumental colour difference under a named illuminant and backed by a gray scale reading.
Why do repeat orders never look exactly the same?
Because ten inputs move between runs - fabric lot, dye lot, coating batch, foam batch, trim purchase, thread lot, cutting dies, machine setting, operator and packing - and a drawing controls none of them. Bounding six measurable properties is what makes a repeat look consistent.
Can you reject a reorder for shade difference alone?
Only if a shade band was agreed in writing before production and the lot falls outside it. Without a written band and a retained reference, a shade complaint is an opinion, which is why the tolerance table and the sealed sample matter more than the argument that follows.
Sources and further reading
Every figure on this page is either our own programme data or attributed below. Open the originals before you write them into a specification.
- ISO 2859-1:1999 — sampling procedures for inspection by attributesInternational Organization for Standardization
- AATCC evaluation procedure 1 — gray scale for colour changeAmerican Association of Textile Chemists and Colorists
- ISO 9001:2015 — quality management systems: requirementsInternational Organization for Standardization