Banking & Finance

Text Analytics & NLP for Banking and Finance

The Project

The investment arm of a financial institution used Amenity's API to create a dataset on the biggest players in the autonomous car market to support its strategy and business development efforts.


Amenity extracted the most critical autonomous car industry news on a daily basis, identifying actionable patterns across the industry over time. The industry analysis model featured custom event types and modified versions of core taxonomies to best identify insights that are meaningful to the autonomous car industry. Amenity was able to acheive a high degree of accuracy using its proprietary NLP API including tokenization, lemmatization, named entity recognition (NER), dependency parsing and semantic role labeling. The result was a comprehensive analysis that provided a 360 degree view on the Autonomous Car industry financials, the supply chain, retail, OEM, suppliers, and technological trends.

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