Why XLSCOUT

XLSCOUT came up with a unique approach where we developed a proprietary corpus of technical concepts containing more than 3 billion words with over 100 GB of processed data. The corpus has been developed on a Machine learning model trained with 200+ machine hours.

To make it more focused and precise XLSCOUT Corpus provides an option of custom training the ML models by providing customer interest technology bias. This helps in verticalizing the learning of ML models with respect to specific technologies of interest. In turn, the system gives more focused synonyms with accurate inter-relations.

XLSCOUT has combined NLP with Machine Learning which has a proven accuracy of 97% where tasks are repetitive, involve a large number of patents, desire consistent results, and need large scale analysis altogether.
NLP (BERT) models are fine tuned using seed and anti seed patents to train the ontologier to auto-classify future patents into designed taxonomy with high accuracy.

XLSCOUT is the World’s Largest AI-enabled Technology Database & IP Analytics Platform with 130 Million+ Patents & 200 Million+ Research Publications. Xlscout has developed algorithms for automated data enrichments and cleaning to ensure the availability of high-quality data for the users.