An ML-Powered Schema Matching Solution Improving Automotive Data Extraction and Mapping Efficiencies

This UK Automotive Intelligence Company providing insights and analytics to 100+ markets needed to map inconsistent data formats from varied sources to a standardised format.

Costs were high due to the labour-intensive and time-consuming nature of data extraction, cleaning, annotation, and quality checks of parsed entries by SMEs.

AI/NLP was implemented to process varied domain/industry-specific terminology at scale, resulting in a 60% reduction in SME effort, 85% accuracy and 90% increased efficiency.