KI-Datenmapping & Harmonisierung

AI functions for product data extraction and enrichment

AI data extraction from various file formats

Our AI processes product data from PDFs, CSVs, and other formats — even from multiple providers.

AI mapping of input data to output attributes

Different field names for the same information are automatically mapped into consistent product attributes.

Normalization of field values

Inconsistent values are automatically standardized —f or example, sizes like “small” and ‘s’ are unified as “S,” or different shades of blue as “blue.”

Further enrichment

The AI automatically adds additional content based on extracted attributes — such as descriptions, bullet points, and morge — either rule-based or prompt-controlled.

How AI-powered product data processing works

Upload or connect data: Upload files such as PDFs, CSVs, or spreadsheets, or connect external sources via integrations and APIs — without any additional effort or preprocessing.
AI starts automatically: Predefined AI workflows extract, harmonize and annotate your product data according to your desired structure.
Export & further processing: Edit the results in PIM, download them, or send them directly to your target channels via our integrations — such as your webshop.

A schema of the ainavio Serviced Data Cloud architecture

Use cases for AI mapping and extraction

Cleaning up unstructured data:

Our AI cleans, structures, and standardizes product data from various sources and formats to ensure consistent data in your desired format.

Preparation of product data for sales channels:

AI automatically adapts product attributes to the requirements of marketplaces and e-commerce platforms — ensuring accurate, compliant data.

Leading brands rely on the ainavio PIM

„Thanks to the ainavio PIM, we have been able to reduce our costs by 50% and significantly improve the quality of our products. We are now able to put our entire range online – even with fast product rotation.“

"Thank you for the excellent collaboration! The Ainavio integration is already running successfully and our users are benefiting daily [...]"

"We are absolutely delighted with the results. The AI-automated addition of legally compliant ALT texts to our products and the smooth mass processing of thousands of assets within a very short time make us faster, more relevant, our offering even more attractive and, above all, compliant with accessibility regulations – today and in the future."

Maria Petkoudis, Senior Online Marketing Manager at Kölle Zoo Holding GmbHTranslated with DeepL.com (free version)

AI data mapping & harmonization

AI-supported onboarding and harmonization of product data