CASE.03 — G3 COMMERCE OPERATIONS

From source catalog to customer handoff.

The result: daily product updates, source purchasing, QR receiving, tracked handoffs, and customer notices now run through one connected operation.

Follow one productRead the workflow guide
/CASE FILE · 03Two-phase commerce platform delivered
Client
G3
System
Cross-border commerce
Scale
Thousands of products synchronized daily
Surfaces
Storefront + operations + mobile
01 — THE MARKET GAP

The products existed. The local operating system did not.

Major ecommerce retailers do not officially serve every market. G3 needed to bring several large catalogs into its own store without turning product updates, price changes, purchasing, and delivery into separate manual jobs.

THE FAILURE MODE

A sale changed at the source. Inventory moved. The local listing, customer order, purchase quantity, and incoming parcel still had to refer to the same product.

THE MARKET GAP / ONE OPERATING BRIDGEOPERATING MODEL
SOURCE RETAILSeveral catalogs keep changing
CHAIN AOuterwearPrice + stock changed
CHAIN BFootwearNew color published
CHAIN CHome goodsSale ended
G3 STOREFRONTOne locally operable catalog
G3-18472Technical shellAVAILABLE
G3-20811Trail shoeLOW STOCK
G3-22149Travel tumblerPRICE REVIEW
THE SYSTEM JOBKeep a changing source catalog dependable enough to sell locally.
02 — THE DAILY CATALOG ENGINE

Several retailers had to behave like one dependable catalog.

G3 synchronized thousands of products each day. The system collected changing pages, normalized product records, separated list and sale prices, converted currency, checked inventory, and published the current state to G3's store.

DAILY CATALOG ENGINE / SOURCE TO STOREFRONTOPERATING MODEL
  1. 01Collect

    Read product and inventory changes across several retail chains.

  2. 02Parse

    Turn different page structures into dependable product records.

  3. 03Normalize

    Keep products, variants, images, and categories consistent.

  4. 04Price

    Reconcile list price, sale price, discount, and currency conversion.

  5. 05Synchronize

    Update the shared catalog and source inventory state.

  6. 06Publish

    Send the current record to G3's customer storefront.

NORMALIZED PRODUCTG3-18472
SYNCED
Product
Technical shell
Variant
Charcoal · M
Source stock
12 available
Store state
Published
PRICE STATECONTROLLED CONVERSION
SOURCE LIST148.00
SOURCE SALE119.00
LOCAL PRICE438.20
DISCOUNT−20%List and sale states remain separate
RECORD INTEGRITY6 CHECKS
  • Product identityMatched across source and local records
  • VariantSize, color, and quantity remain attached
  • Price stateList, sale, and discount stay distinct
  • CurrencyConversion runs through one controlled rule
  • InventorySource availability updates the local state
  • ExceptionsUncertain records wait for review
03 — CONTROLLED SOURCE PURCHASING

Automation prepared the order. People controlled the uncertainty.

Phase two connected a customer order back to the live source product. The system rechecked the variant, quantity, price, and stock before preparing the source purchase. A human gate handled uncertain or sensitive cases.

PHASE 02 / CONTROLLED SOURCE PURCHASEOPERATING MODEL
  1. ORDERCustomer order

    The local order identifies the chosen product, variant, and quantity.

  2. MATCHSource match

    The system resolves the current source listing behind the order.

  3. CHECKPrice + stock

    The latest price, discount, and availability are checked again.

  4. BASKETPurchase draft

    The automation prepares the correct items and quantities.

  5. GATEHuman approval

    A person reviews uncertain or sensitive purchases before execution.

  6. CONFIRMSource confirmation

    The completed purchase returns a traceable source record.

ORDER G3-O-0618MATCH READY
Technical shellCharcoal · M · Qty 2
2 ×
Source product
Matched
Current price
Rechecked
Source stock
Available
HUMAN GATEREVIEW REQUIRED
Automation prepares the purchase. A person controls the edge cases.
  • 01Variant changed at source
  • 02Price moved beyond tolerance
  • 03Quantity or stock became uncertain
RETURN TO MATCHAPPROVE PURCHASE
04 — THE PHYSICAL ROUTE

The parcel stayed connected after it left the screen.

G3's operations team received shipments at the office, assigned delivery codes and QR records, matched parcels from a mobile app, tracked each handoff, and notified customers from the recorded state.

PHYSICAL OPERATIONS / RECEIVING TO CUSTOMEROPERATING MODEL
G3 · RECEIVING OPERATIONSOFFICE QUEUE
FulfillmentReceivingShipment matchHandoffsNotifications
INCOMING SHIPMENTSMatch the parcel before it moves
SCAN OR SEARCH
G3-P-0924ORDER G3-O-06182 ITEMSMATCHED
G3-P-0925ORDER G3-O-06211 ITEMREVIEW
G3-P-0926ORDER G3-O-06243 ITEMSRECEIVED
SELECTED PARCELG3-P-0924

Two expected items match order G3-O-0618.

Delivery code
DLV-1451
Current owner
Receiving desk
G3 MOBILERECEIVING
PARCEL MATCHG3-P-0924

2 of 2 items confirmed

RECORD HANDOFF
ONE PARCEL / VISIBLE OWNERSHIPG3-P-0924
  1. RECEIVE
    Office receiving

    The incoming parcel enters the operations queue.

  2. CODE
    Delivery code

    The shipment receives its internal delivery identity.

  3. QR
    QR assignment

    A scannable code connects the physical parcel to the order.

  4. MATCH
    Mobile match

    Staff confirm the product and shipment from the mobile app.

  5. HANDOFF
    Tracked handoff

    Each movement records its current owner and state.

  6. NOTIFY
    Customer notice

    The customer receives the relevant shipment update.

CUSTOMER NOTICEYour shipment is ready for the next handoff.

Delivery code DLV-1451 · Status updated from the recorded scan.

05 — THE COMPLETE SYSTEM

Catalog software became an operating system for commerce.

The final system joined three jobs that usually break apart: maintaining a trustworthy catalog, controlling source purchases, and moving physical shipments with visible ownership.

ONE OPERATING SYSTEM / DIGITAL TO PHYSICALOPERATING MODEL
CONNECTED IDENTIFIERS
  1. PRODUCTG3-18472
  2. ORDERG3-O-0618
  3. PARCELG3-P-0924
  4. HANDOFFG3-H-1451
01
CATALOG LAYER

Products, variants, prices, discounts, currency, and inventory

02
ORDER LAYER

Customer demand, source matching, quantities, approval, and purchase

03
FULFILLMENT LAYER

Receiving, delivery codes, QR scans, handoffs, and notifications

THE OPERATING CHANGEA product no longer disappears when it becomes an order, a purchase, or a parcel.

Each team sees the state it owns, while G3 keeps one connected route from source data to customer notification.

06 — THE PUBLIC RECORD

Show the operating change. Keep the operating advantage.

The reconstructed interfaces use demonstration records. They show the system boundaries and delivered capabilities without naming countries, retailers, commercial terms, or implementation rules.

WHAT THE WORK PROVES

Recode Asia connected changing web data to a physical customer handoff.

The value sits in the complete route. G3 can manage the product, purchase, parcel, owner, and customer state as one operation.

PUBLIC RECORD

What this case study shows

  • The end-to-end operating route
  • The categories of checks and human gates
  • Reconstructed interfaces using demonstration records
  • The delivered catalog, purchasing, and fulfillment capabilities
PRIVATE OPERATING LAYER

What stays with G3

  • Retailer identities, countries, and commercial terms
  • Extraction, matching, and exception rules
  • Currency formulas and purchasing controls
  • Infrastructure, credentials, and operational security
NEXT.01 — YOUR OPERATIONS

Digital work and physical work should share one trace.

Bring us the point where data becomes a purchase, shipment, or handoff. We will map the record, owner, control, and exception route.

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