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SEE WHAT CHANGES

From scattered recordsto something you can use.

Eleven practical examples from our project experience. Explore what goes in, what comes out and how the result is used.

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Project experience

Do these different names mean the same model?

Free-text listings use abbreviations and different names for the same vehicle model.

CSV / JSON
What we start with

Octavia 2.0 TDI DSG

SKODA OCTAVIA / diesel / automatic

What you receive

Consistent model names from a controlled catalogue, with the original wording retained.

Illustrative outputScroll to see all fields
Illustrative output: Do these different names mean the same model?
Original nameStandard modelMethodCatalogue check
Octavia 2.0 TDI DSGŠkoda OctaviaRulesPassed
SKODA OCTAVIA / diesel / automaticŠkoda OctaviaConstrained AIPassed

Why it matters: Group and compare the same models even when each source names them differently.

Project evidence

Rules identify the model in about 80% of listings in the supplied portal project. Remaining cases go to AI that can choose only from a fixed list of real models.

Request a similar datasetDownload example CSV

Example records showing a capability used in our projects. Names and values are illustrative; project measurements relate to the stated evaluation.

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