The pipeline

Seven steps. One consistent workflow.

Every style goes through the same guided pipeline. Human input is requested at exactly the right moments. AI handles the tedious extraction so your team focuses on decisions.

1
Upload
PDF
2
AI
AI Parse
Claude Vision
3
BOM
Gradation
4
AI
Order Qty
PO / Manual
5
Pricing
Unit prices
6
Booking
Readiness
7
Tracker
Final output
1
Human step — you provide input
2
AI
AI step — Claude handles extraction
1
Step 1 of 7

Upload Tech Pack

Start with the tech pack PDF from your buyer. The system accepts multi-page documents and remembers the buyer's reference files for enhanced parsing accuracy.

What happens

The PDF is stored securely and associated with a new style record in your organisation. A reference file (buyer standards or previous seasons) can be attached to help the AI parse more accurately. The pipeline is initialised and Step 2 becomes available.

Input

Tech pack PDF (any format, any page count)

Output

Style record created; pipeline initialised at Step 1

Upload Tech PackStep 1 of 7
Drop tech pack PDF here
or click to browse · PDF up to 50MB
EB-8821_FW25_TechPack.pdf
Uploaded · 2.4 MB · Ready to parse
✓
2
AI
Step 2 of 7

AI Parsing (Claude Vision)

Claude Vision processes every page of the tech pack. It extracts materials, colorways, RM codes, style metadata, and confidence scores — in seconds.

What happens

Claude reads the PDF page-by-page. It identifies material tables, colorway lists, RM codes, descriptions, placement info, and style numbers. Each extraction gets a confidence score. Low-confidence fields are flagged for human review. The system also suggests standard RM items that may have been missed.

Input

Tech pack PDF + optional buyer reference files

Output

Structured materials, colorways, RM codes; confidence scores; ResolutionItems for missing data

AI Tech Pack Parser · Claude Vision
Processing complete
Source document
RM Table identified
Tech Pack · 12 pages
RM Code
Material
Colorway
Conf.
K31779Solid Single JerseyALDER 046-40-0896%
K31779_RIBSolid RibDTM BODY94%
T6349Staple Spun Polyester ThreadDTM BODY91%
T34266_ADMain HTL Heat SealLT IVORY78%
PR 6700Care Label 5 LanguageAS ARTWORK89%
Avg confidence: 92% · 17 items extractedReady to confirm
3
Step 3 of 7

Confirm BOM & gradation

Review and edit the Bill of Materials in-app. For fabric, set standard size and step %, enter consumption at the highlighted column, then Extrapolate to fill XS–4XL. AI can parse nomination and consumption docs.

What happens

Materials from the parsed tech pack appear in an editable grid with Import & enrich (nomination doc, consumption doc, ref file, consumption library) and Export & confirm (Download BOM). Fabric rows use size gradation; trims use Cons./GMT. Upload filled BOM Excel remains supported.

Input

In-app consumption edits, optional nomination/consumption docs, or uploaded BOM Excel

Output

Consumption and supplier values stored; Materials updated; Step 4 unlocked

Confirm BOM · Step 3
Import & enrich
NominationConsumptionRef file
Export & confirm
Download BOM
Standard size:LStep:10%Extrapolate
RM
Unit
XS
S
XL
2XL
3XL
L
K31779
Solid Single Jersey
KG
0.228
0.257
0.314
0.346
0.418
0.502
0.285
Enter consumption at standard size, then Extrapolate to fill XS–4XL
4
AI
Step 4 of 7

Order Quantities

Attach the buyer's purchase order PDF and Claude extracts quantities per colorway. Or enter quantities manually in the inline form.

What happens

You can upload a Purchase Order PDF — Claude extracts the colorway names and order quantities by size. Fuzzy matching handles slightly different color name spellings between the tech pack and PO. Alternatively, enter quantities directly in the web form. The system records total qty per colorway, ex-factory date, and PO number.

Input

Purchase Order PDF or manual qty entry per colorway

Output

Colorway order quantities stored; Order Summary Excel generated; Step 5 unlocked

Order QuantitiesStep 4 of 7
From PO PDF
Manual entry
ALDER
046-40-08
pcs
BLACK
001-00-00
pcs
NAVY
049-00-08
pcs
TEAL
061-40-08
pcs
Total order qty3,980 pcs
5
Step 5 of 7

Confirm Pricing

Generate the cost sheet. Enter unit prices per RM item. The system calculates extended costs, CM, freight, and FOB price per piece automatically.

What happens

A Cost Sheet Excel is generated with material quantities pre-populated from the BOM and order quantities. Your team adds unit prices (per KG, per CONE, per PCS). The system calculates: Extended Cost = Unit Price × Total Qty, then adds CM and freight to derive FOB price per piece. Upload the filled sheet or skip this step.

Input

Cost Sheet Excel filled with unit prices by your team

Output

Unit prices stored; FOB price calculated; Step 6 unlocked

Cost Sheet — EB-8821 · FW25Eddie Bauer
RM Item
Order Qty
Unit Price
Extended Cost
Solid Single Jersey (Fabric)1,240 KG$3.85$4,774.00
Solid Rib (Fabric)180 KG$3.85$693.00
Staple Spun Polyester Thread120 CONE$0.45$54.00
All Trim Items (17 lines)—various$1,240.00
Material Total$6,761.00
CM (Cut & Make) per doz$22.00
Freight & Insurance$0.55 / pc
FOB Price per Piece$12.40
All values in USD · Based on 8,400 pcs total order qty
6
Step 6 of 7

Booking readiness

Per-style: enter EST. in-factory dates and LC/PI numbers for fabric lines. Cross-style supplier workbooks are generated from Booking Hub.

What happens

Step 6 tracks booking readiness per style — which fabric colorway lines have dates and LC/PI filled. For procurement across all styles, open Booking Hub: aggregate fabric and trim demand by supplier, preview lines, generate workbooks (one per supplier, one sheet per buyer), and sync ERP/LC/MRIR receipts.

Input

Inline date and LC/PI edits per style; Booking Hub uses confirmed pricing and order qty

Output

ColorwayMaterial booking fields updated; supplier workbooks available from Booking Hub; Step 7 unlocked

Fabric BookingStep 6 of 7
Supplier
Booking Date
LC / PI Reference
Required Delivery
Payment Term
Portal access for supplier
7
Step 7 of 7

Generate RM Tracker

All data assembles into the final 30-column RM Procurement Tracker. Download as Excel. The pipeline is complete.

What happens

Every confirmed value — materials, colorways, order quantities, consumption, unit prices, booking dates, LC/PI numbers — assembles into the final tracker. RM Total QTY = Order Qty × Consumption. RM Total Value = Total Qty × Unit Price. The document is stored in the Document Library and is always downloadable by authorised team members.

Input

All data from Steps 1–6 (confirmed by your team)

Output

30-column RM Tracker Excel; pipeline marked TRACKER_GENERATED

RM_Tracker_EB8821_FW25.xlsx30 columns · 12 rows
RM CodeMaterialSupplierALDERBLACKNAVYTotal Req
Req QtyOrderedReq QtyOrderedReq QtyOrderedQty
K31779Solid JerseyNOI Solutions354360288290312320954
K31779_RIBSolid RibNOI Solutions515542454548138
T6349Sewing ThreadCoats6206205045105465501,670
T34266_ADMain HTLAvery Dennison12,36012,50010,08010,20010,92011,00033,360
Scroll right for all 30 columns →
The result

A complete pipeline — tracked at every step.

At any moment, every style shows exactly which step it is on, what the next action is, and how many days remain before ex-factory. Managers see the full season status without opening each style individually.

7 steps — from upload to production-ready tracker
AI badge on Steps 2 and 4 — Claude works automatically
Human input requested at exactly the right moments
Every step produces a reviewable output document
Pipeline status visible to all authorised team members
Merchant Pro
FW25 · EB-8821
Upload Tech PackPDF
Done
AI ParsingClaude Vision
Done
Confirm BOMGradation & confirm
Done
Order QuantitiesPO or manual
Done
Confirm PricingUnit prices
Done
Booking ReadinessDates + hub
Done
RM TrackerFinal output
In progress
6/7 steps · Ex-factory in 18 daysOn track
Beyond the pipeline

Operations: Booking Hub

The 7-step pipeline runs per style. Booking Hub is your cross-style procurement workspace — fabric and trim tabs, supplier rollups, preview, generate, and AI receipt sync.

Requires styles with order quantities, consumption, pricing, and resolved suppliers. Overdue lines surface automatically after receipt sync.

Booking Hub
Operations
Fabric bookingTrim booking
Supplier
Qty
Value
Overdue
Actions
NOI Solutions LLC
12,450
$89k
2
PreviewGenerate
Coats Thread
3,200
$18k
0
PreviewGenerate
Avery Dennison
8,900
$22k
1
PreviewGenerate
One workbook per supplier · one sheet per buyerSync ERP / LC / MRIR
Booking Details
Style EB-8821 · FW25
Read only
MaterialFabric Body · 100% Polyester Shell
Required Qty1,200 yards
Delivery By15 Jan 2025
LC ReferenceLC-2024-0081
Payment Term60 days LC at sight
Messages
F

Please confirm lead time for shell fabric and LC readiness.

Factory · 2 days ago
S

Confirmed. Lead time is 45 days from LC opening. Ready to proceed.

Supplier · 1 day ago
Supplier view · Pricing and costs hidden
After the pipeline

Suppliers see their booking. Not your pricing.

Once fabric booking is complete, suppliers with a portal account see their booking details automatically. Required quantity, delivery date, LC/PI reference, and a messaging thread — all in a clean read-only view. Cost sheets, pricing, and internal data are never shared.

Ready to walk through the pipeline?

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