You will get I will clean and structure your messy product & supplier data
Project details
When you send us your data, you are not hiring a freelancer with a spreadsheet — you are engaging DataForge Lab's proprietary Product Structuring Engine, a purpose-built data transformation system that processes hundreds of thousands of rows with precision, speed, and full transparency.
What sets this apart is the audit trail. Every single correction, deletion, and duplicate detection is logged with a confidence score and the reason it was made. You receive not just clean data, but complete accountability for every change applied to your dataset.
No cloud exposure. Your data is processed locally and never stored or shared. No IT setup required on your end. You simply send the file, we deliver clean, structured, marketplace-ready output — within hours, not days.
To date the system has processed 5,755,855 rows across 19 completed jobs, applied 1,486,619 field corrections and identified 437,905 duplicate records.
What sets this apart is the audit trail. Every single correction, deletion, and duplicate detection is logged with a confidence score and the reason it was made. You receive not just clean data, but complete accountability for every change applied to your dataset.
No cloud exposure. Your data is processed locally and never stored or shared. No IT setup required on your end. You simply send the file, we deliver clean, structured, marketplace-ready output — within hours, not days.
To date the system has processed 5,755,855 rows across 19 completed jobs, applied 1,486,619 field corrections and identified 437,905 duplicate records.
Data Tool
Microsoft ExcelWhat's included
| Service Tiers |
Starter
$150
|
Standard
$350
|
Advanced
$750
|
|---|---|---|---|
| Delivery Time | 1 day | 3 days | 3 days |
Number of Revisions | 1 | 1 | 2 |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$150 - $250
More than 500k lines
(+ 1 Day)
+$300Frequently asked questions
About Phillip
Product Data Transformation & Catalog Structuring Specialist
Cape Town, South Africa - 3:12 pm local time
I didn't give up. I built a system to fix it.
The Product Structuring Engine is the result of years of development — a locally hosted data transformation system that handles normalisation, deduplication, taxonomy classification, and catalog structuring at scale. There is nothing else like it. It is not a plugin, not a SaaS tool, not a patched-together spreadsheet formula. It is purpose-built, and it works.
I started DataForge Lab because the problem I kept seeing in the industry deserved a real solution — not a workaround. Businesses drowning in chaotic supplier data, wasting hours on manual cleanup, losing money on bad product listings.
Now I solve that problem for them. Fast, clean, and with a full audit trail of every single correction made.
5,755,855 rows processed. 1,486,619 corrections. 437,905 duplicates removed.
All done in hours, not days, not weeks.
That is what the system does. That is what I built.
Steps for completing your project
After purchasing the project, send requirements so Phillip can start the project.
Delivery time starts when Phillip receives requirements from you.
Phillip works on your project following the steps below.
Revisions may occur after the delivery date.
Data Review & Assessment Description:
We analyze your raw file, identify structural issues, inconsistencies, duplicates, and missing fields before processing begins.
Processing & Transformation Description:
Your data is run through the Product Structuring Engine — normalized, de-duplicated, taxonomy-classified and validated.