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Illustrative Europe Case Study

Cross-Border Product Master Preparation

Regional catalog files used different languages, currencies, decimal conventions and local classifications. Within Cross-Border Product Master Preparation in Belgium, the inconsistencies affected search, merchandising and upload readiness across the client’s sales channels.

Cross-Border Product Master Preparation — Consumer Products case study visual
Project
Cross-Border Product Master Preparation
Volume
44,600 product records spanning eight European markets — completed in 10 weeks
Client Role
European Master Data Manager
Industry
Consumer Products
Country
Belgium
Delivery Model
Three-market pilot, country releases and a final regional consistency review
Client Details

The operating environment behind the request

A consumer-products group preparing local catalogs for a regional master-data platform.

The primary client-side owner was the European Master Data Manager. That role coordinated source access, destination rules, reviewer availability and acceptance of each delivery. SDES would provide controlled production capacity; the client would retain authority over the business meaning of the records.

Project Details

What needed to change

Problem: Regional catalog files used different languages, currencies, decimal conventions and local classifications. Within Cross-Border Product Master Preparation in Belgium, the inconsistencies affected search, merchandising and upload readiness across the client’s sales channels.

Required solution: Shared fields were separated from country-specific values under an approved European destination schema. For Cross-Border Product Master Preparation in Belgium, sKU and channel relationships were checked before delivery, while unsupported attributes and probable matches entered a separate review queue.

Planned outcome: The regional team received market-ready data files without erasing local source context. Following delivery for Cross-Border Product Master Preparation in Belgium, channel teams could publish confirmed products from a clean file and resolve supplier exceptions without rechecking the complete catalog.

Volume and Source Profile

Workload measured by records, relationships and source variation

The completed scope covered 44,600 product records spanning eight European markets — completed in 10 weeks. Effort also reflected field count, document readability, relationship complexity, exception frequency and destination validation.

Source material

  • Country catalogs
  • translation tables
  • currency files
  • local classifications and regional schema guides

Core fields and relationships

  • Global SKU
  • market
  • language
  • local description
  • currency
  • tax-reference field
  • category and source
Process

A controlled route from representative sample to accepted delivery

Scope

Confirm the destination and authority

The client defines required fields, accepted formats, controlling sources and decisions that must be escalated. The operating guide records those boundaries before entry begins.

Profile

Measure variation inside the volume

The review covered the stated volume of 44,600 product records spanning eight European markets — completed in 10 weeks, including ordinary records, incomplete sources and difficult relationships.

Pilot

Test the rules on real exceptions

The pilot uses Country catalogs, translation tables, currency files, local classifications and regional schema guides. Questions are returned with exact record and source references so approved answers can enter the production guide.

Produce

Release controlled batches

Three-market pilot, country releases and a final regional consistency review. Completed, held, excluded and rejected items remain distinguishable throughout production.

Review

Check fields by operational consequence

SKU continuity, market and language alignment, decimal conventions and original-value retention receive focused checks. Unsupported assumptions do not enter the clean output merely to complete a record.

Reconcile

Account for every received source

Batch totals, exception counts and source manifests are compared before final release. The handoff identifies what was delivered, held and returned for client direction.

Quality and Access Controls

Checks designed around the risk in this dataset

The review focus would cover SKU continuity, market and language alignment, decimal conventions and original-value retention. Sampling depth and second-pass review would be agreed according to field significance and source quality rather than advertised as an unsupported universal accuracy percentage.

Markets were partitioned and operators saw only required product fields; customer data was not included.

Responsibility Boundary

What remains with the client

Local teams approved translation, taxation, regulatory claims, pricing and market publication.

European Master Data Manager or another authorised owner would resolve exceptions that change meaning, identity, status, classification or commercial treatment. SDES would document the question and apply only the approved resolution.

Delivery Details

Separate clean production from items requiring judgement

The handoff would follow the destination structure and preserve enough source information for review and recovery. Delivery timing would follow Three-market pilot, country releases and a final regional consistency review.

Regional product master

market upload files

local-value exceptions and cross-market reconciliation

Acceptance and change control

The client would validate the pilot before scale and review each scheduled release. Rejections caused by entry error would be corrected against the approved guide. New rules, changed destination fields or newly supplied sources would be recorded as controlled changes so earlier batches were not silently processed under later assumptions.

Client Feedback

Review perspective after the handoff

4.5/5

The work on Cross-Border Product Master Preparation gave our team a dependable handoff. Confirmed records were ready for operational use, while uncertain items came back with clear source references. Our reviewers could focus on the decisions that required internal ownership instead of rechecking the full dataset. Excellent work—the consistency across the batch made review much easier.