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While working in the IP and technology space for so many years, we found that IP and R&D departments are hesitant to adopt AI technologies if it remains a black box approach. To increase the acceptance of this technology, it is better to make it explainable.

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Keeping this in mind, while technogies at XLSCOUT, we focus on the following aspects of technology:

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Transparency
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Explainability
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Lack of Bias

How is XLSCOUT’s AI Explainable?

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.

How XLSCOUT solved the NLP accuracy issue?

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.

How is “XLSCOUT DATA” most comprehensive and accurate?

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.

To see how XLSCOUT apps can assist you in your current workflow, speak to us today

XLSCOUT Advantage.

Competitive intelligence

EASY TO USE

One-stop solution

Competitive intelligence

MACHINE LEARNING

Trained by Humans

Competitive intelligence

VERIFIED ACCURACY

With actionable insights

Competitive intelligence

INTEGRATED

With Innovation and Scientific Principles

Competitive intelligence

TECHNICAL THESAURUS

With 3 Billion+ words

Strategic patent intelligence

CUSTOM TAXONOMY

Noise-free auto-categorization

Strategic patent intelligence

DYNAMIC

Next-generation visualization

Strategic patent intelligence

CUSTOM CORPUS

Technology specific

Strategic patent intelligence

ENABLED WITH

Reinforced Learning

Strategic patent intelligence

THINK OF SPEED

and we will do it for you

They Trust us

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Improve your IP and R&D Strategy Now

Speak to the XLSCOUT
team today.

Schedule a Demo
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