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
Consumptions
4
AI
Order Qty
PO / Manual
5
Pricing
Unit prices
6
Booking
LC / PI
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

Download a pre-filled BOM Excel. Yellow cells mark what your team must fill — consumption values per material. Upload back and the pipeline advances.

What happens

The system generates a Bill of Materials Excel pre-populated from the parsed data. Cells requiring consumption values (how much material per garment) are highlighted yellow. Your team downloads, fills in the values, and uploads the completed file. The system parses the returned Excel and updates the Material records automatically.

Input

Downloaded BOM Excel, filled by your team

Output

Consumption values stored; Materials updated; Step 4 unlocked

BOM_EB-8821_FW25.xlsxMerchant Pro Export
RM Code
Material
Unit
Consumption/GMT
Wastage %
Supplier
K31779
Solid Single Jersey
KG
0.285
3%
NOI Solutions
K31779_RIB
Solid Rib
KG
▶ Fill in
3%
NOI Solutions
T6349
Staple Spun Polyester
CONE
0.05
3%
Coats
T34266_AD
Main HTL Heat Seal
PCS
1.03
3%
Avery Dennison
K31779_SH
Shell Fabric (Woven)
YDS
▶ Fill in
5%
NOI Solutions
Yellow = fill required
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

Fabric Booking

Record LC/PI numbers, booking dates, and supplier delivery dates. Suppliers with portal access see their booking immediately.

What happens

For each fabric and trim item requiring booking, record: supplier, booking date, LC or PI reference number, and required delivery date. A separate Supplier Booking file is generated for sharing. Suppliers assigned the SUPPLIER role in your organisation see this data automatically in their read-only portal.

Input

Fabric Booking Excel filled with dates, LC/PI numbers, and payment terms

Output

ColorwayMaterial booking records updated; Supplier portal populated; 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 BOMFill consumptions
Done
Order QuantitiesPO or manual
Done
Confirm PricingUnit prices
Done
Fabric BookingDates & LC/PI
Done
RM TrackerFinal output
In progress
6/7 steps · Ex-factory in 18 daysOn track
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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