Data Transformation & Standardization

Clean, compliant, and connected. We transform messy product data into industry-standard assets (E-class, GS1, ETIM).

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Challenges

Data Chaos Blocking Your Growth?

Inconsistent attributes, missing values, and non-standard classifications involve more than just "messy data"β€”they are revenue blockers. They prevent you from listing on marketplaces, automating catalogs, and satisfying distributor requirements.

  • Products rejected by distributors
  • Low search visibility (SEO)
  • Manual data entry overload
  • Missing mandatory attributes
  • Inconsistent product content and assets
Before Transformation After Ingwa Labs
"Screw 5mm x 10" Full Attribute Structure
Category: "Misc Hardware" E-class: 23-11-01-01
Missing Usage Rights Approved & Validated
No GTIN/Barcode GS1 Compliant GTIN
Standards

Industry Standards We Implement

E-CLASS

The Industrial Standard

Essential for B2B manufacturing and engineering.

  • Classification Assignment
  • Feature Mapping
  • Version Migration (10.x to 14.x)
GS1

Retail & Supply Chain

Mandatory for retail, Amazon, and GDSN data pools.

  • Barcode/GTIN Allocation
  • GDSN Synchronization
  • Data Quality Validation
ETIM

Electrical & HVAC

Standard for technical products in European distribution.

  • Class Mapping
  • Technical Features
  • BMEcat Export
Google Merchant Centre

E-Commerce Visibility

Optimize feeds for Google Shopping.

  • Feed Error Resolution
  • Title Optimization
  • Category Mapping
UNSPSC

Procurement & Spend Analysis

Global classification for products & services in procurement.

  • Commodity Code Assignment
  • Spend Classification
  • Taxonomy Alignment
Process

From Raw Data to Golden Records

Dirty, inconsistent product data costs you sales and erodes customer trust. Our transformation process turns messy spreadsheets and legacy exports into clean, classified, channel-ready datasets.

Why it works:

We combine AI-powered automation with human expert review. Machines handle the volume; specialists handle the nuance β€” giving you speed without sacrificing accuracy.

1

Assessment & Audit

Analyzing source data quality, identifying gaps, and defining target standards (E-class, ETIM, etc.).

2

Cleanse & Normalize

Fixing typos, removing duplicates, standardizing units, and formatting values.

3

Classify & Map

Assigning products to standard classes and mapping attributes to standard features.

4

Enrich & Validate

Adding missing specs and marketing descriptions, verifying against compliance rules.

5

Delivery & Migration

Exporting the "Golden Record" dataset in required formats (XML, BMEcat, JSON).

Impact

The Value of Clean Data

95%

Accuracy

Eliminate return rates caused by incorrect product descriptions.

60%

Efficiency

Reduction in manual data entry time for your team.

30%

Visibility

Increase in search rankings and marketplace impressions.

Data Pools

Data Pools We Work With

2BA

HVAC & Electrical Standards

Install Data

Building & Construction Products

1WorldSync

Global Product Data Network

Export Formats

Supported Export Formats

BMEcat

Industry-Standard Product Catalog Format

IceCat

Open Product Content Exchange

XML

Flexible Custom Data Feeds

Partners

Technology Partners

Qmica

Powerful ETL tool for product data transformation and normalisation in line with GS1 & ETIM data standards.

Ready to Send Your Product Data to All Your Partners Seamlessly?

Get a no-obligation audit of your current product data quality and standards compliance.

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