Platform capabilities

Every tool your merchandising
pipeline needs.

Style pipeline, Booking Hub, and AI enrichment — one SaaS workspace for RMG merchandising and procurement teams.

01 · Intelligence

Upload a PDF.
Get structured data.

Claude Vision reads every page of your tech pack PDF. It identifies each RM line — fabric, thread, labels, zippers, tags — and extracts the RM code, description, colorway mapping, and placement. The result is a structured BOM draft in seconds, not hours. Confidence scores flag any uncertain extractions for human review.

  • Reads free-form PDF tech packs — no templates required
  • Extracts 17+ RM categories per style automatically
  • Confidence scoring per field (96% avg accuracy)
  • Buyer reference files used as AI context for higher accuracy
  • Human corrections feed back to improve future parses
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
02 · Bill of Materials

Confirm BOM in-app —
with size gradation.

Materials from the parsed tech pack appear in an editable grid. For fabric, set standard size and step %, enter consumption at the highlighted column, then Extrapolate to fill XS–4XL. AI parses nomination and consumption docs; apply buyer nomination or consumption library profiles. Download BOM generates and exports in one click.

  • In-app BOM grid with unit column (KG, CONE, PCS)
  • Standard size + step % with Extrapolate for fabric gradation
  • AI nomination doc and consumption doc parsing
  • Consumption library — save and apply gradings across styles
  • Import ref files or upload filled BOM Excel when preferred
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
03 · Procurement operations

Book fabric and trim
across your season.

After styles have pricing and order quantities, Booking Hub aggregates demand by supplier across all buyers. Switch between fabric and trim tabs, preview lines, generate one workbook per supplier (one sheet per buyer), and sync ERP/LC/MRIR receipts with AI.

  • Supplier rollups: total qty, value, styles, buyers, overdue count
  • Preview booking lines before generating workbooks
  • Filter by season and buyer account
  • AI receipt sync updates actuals and regenerates workbooks
  • Per-style step 6 handles inline EST. dates and LC/PI
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
04 · Costing

From quantities to FOB —
automatically.

Enter unit prices per RM item and the system calculates total material cost. Add CM (cut and make) and freight, and you get a clean FOB price per piece per colorway. All figures link back to BOM consumption values — change one number and the cost sheet updates.

  • Material quantities pulled directly from confirmed BOM
  • Extended cost = unit price × order qty × consumption
  • CM, freight, and commission fields for full costing
  • FOB per piece calculated automatically
  • Downloadable Excel in buyer-ready format
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
05 · Procurement output

The 30-column tracker,
built for you.

The final RM Tracker assembles every piece of data from the pipeline: N colorways × M materials. Order quantity × consumption = required RM. Booking status, LC/PI numbers, and supplier details all in one exportable Excel. What took a merchandiser half a day to build now generates in under 10 seconds.

  • N colorways × M materials — every combination covered
  • RM Total QTY = Order Qty × Consumption, auto-calculated
  • RM Total Value = Total Qty × Unit Price, auto-calculated
  • Supplier, booking dates, LC/PI, payment terms included
  • Tracking columns left blank for ongoing production use
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 →
06 · Risk monitoring

Know which styles are at risk
before it's too late.

Every style has an ex-factory date. Merchant Pro counts down and applies red, amber, or green risk status based on pipeline completion percentage vs. days remaining. The dashboard surfaces at-risk styles to managers without them having to open each one individually.

  • CRITICAL badge for styles with < 7 days to ex-factory
  • AT RISK badge for styles with < 14 days
  • Risk banner on the dashboard for immediate visibility
  • Per-style ex-factory countdown shown on every card
  • Calendar view of all ex-factory dates across seasons
Season Risk MonitorFW25 · 3 of 42 at risk
EB-8821Solid Tee FW25
CRITICAL4 days
Step 3/7 · Confirm BOM
EB-8820Stripe Polo FW25
AT RISK12 days
Step 5/7 · Confirm Pricing
EB-8819Fleece Jacket FW25
ON TRACK31 days
Step 6/7 · Fabric Booking
Critical (<7 days)
At Risk (<14 days)
On Track
07 · Supplier coordination

Give suppliers exactly
what they need.

Create a read-only supplier view. Suppliers see their fabric booking details, LC/PI numbers, delivery addresses, and can send messages. No access to pricing, cost sheets, or internal notes. Role is controlled at the organisation level — no self-registration.

  • Read-only access — pricing always hidden from suppliers
  • Per-booking details: qty, delivery date, LC/PI number
  • In-app messaging thread for each booking
  • Supplier role assigned by ORG_ADMIN only
  • No self-registration — full access control
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
08 · Document management

Every document,
always where you expect it.

BOM Excel, Cost Sheet, RM Tracker, parsed tech pack extractions — all stored per style and accessible to authorised team members. Download any version. Filter by type across all styles and seasons.

  • 8 document types: Tech Pack, BOM, Order Summary, Cost Sheet, Fabric Booking, Supplier Booking, RM Tracker, Reference File
  • All versions retained — never lose a previous draft
  • Filter by document type across your entire organisation
  • Accessible to authorised roles only
Document Library24 documents across 8 styles
Search by style, type, or filename…
BOM_EB-8821_FW25_v2.xlsx
May 8, 2025
BOM
CostSheet_EB-8821_FW25.xlsx
May 7, 2025
Cost Sheet
RM_Tracker_EB-8821_FW25.xlsx
May 9, 2025
RM Tracker
TechPack_EB-8821_FW25.pdf
May 1, 2025
Tech Pack
FabricBooking_EB-8821_FW25.xlsx
May 6, 2025
Fabric Booking
All versions retained · Sorted by date
09 · Season management

Manage an entire season
at a glance.

Group styles by season — FW25, SS26, and beyond. See aggregate completion rates, how many styles are in each pipeline step, and the total at-risk count. A manager can prioritise without opening each style individually.

  • Styles automatically grouped by season
  • Colour-coded pipeline composition bar per season
  • At-risk style count at the season level
  • Completion rate per season at a glance
FW2542 styles
28 complete5 at risk
Upload
Parse
BOM
Order
Pricing
Booking
Tracker
EB-8821
Solid Tee
3/7Critical
EB-8822
Stripe Polo
5/7On track
EB-8823
Fleece Jacket
6/7At risk
Season view · Updated in real time
10 · AI performance

Track AI performance,
not just pipeline progress.

The admin dashboard tracks every Claude API call: token usage, parsing accuracy, correction rates by style type, and monthly cost estimates. Human corrections are stored and used to improve future parse quality — the platform learns your buyer standards over time.

  • Token usage and cost per month, per style, per user
  • Parse accuracy: fields extracted vs. fields corrected
  • Human corrections stored for continuous improvement
  • Correction rate trending over time
  • ORG_ADMIN-only visibility
Admin AnalyticsORG_ADMIN view
1.24M
Total Tokens
this month
91.4%
Parse Accuracy
avg confidence
38
Human Corrections
last 30 days
4.2s
Avg Parse Time
per tech pack
Token usage by month
280K
Feb
410K
Mar
356K
Apr
543K
May
Estimated cost: $18.40 / monthCorrection rate: 4.2%
11 · Access control

Five roles. One platform. Airtight access control.

Every team member gets exactly the access they need — nothing more. Roles are assigned by the ORG_ADMIN.

CapabilityORG_ADMINManagerMerchandiserViewerSupplier
Upload tech packs——
Confirm BOM & pricing——
Enter order quantities——
Manage fabric bookings——
Use Booking Hub (cross-style)——
View cost sheets———
Access supplier portal——
Manage team members————
View admin analytics————
12 · Intelligence & compliance

The platform learns. Every action is traced.

Human-in-the-Loop

Every AI output is reviewable. Corrections improve future parses for your buyer standards.

Audit Trail

Every action logged with user, timestamp, and before/after values for factory audits.

Notifications

In-app and email alerts: step completed, at-risk detection, parsing complete, supplier messages.

PO Parsing

Claude extracts colorways and order quantities by size from purchase order PDFs.

Nomination & Consumption AI

Parse buyer nomination and consumption docs to fill suppliers and fabric gradings on BOM.

Master Data

Master RM items table and buyer profiles ensure standard line items are not overlooked.

Ready to see these features in action?

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