Catylex
AI-Driven Contract Analytics Software Augmentation
Catylex's AI software solves the complexity of contract analysis by translating contracts & documents into usefully structured data. This ensures robust and cost-effective contract lifecycle management. Hiflylabs assisted the augmentation of their core product—the AI-driven contract analytics software—by helping to evaluate state-of-the-art technologies and models for inclusion in their document analysis pipeline.
Improved
searchability & automatic analysis.
Very high
precision and recall metrics in all shipped modules.
Challenge
Catylex was already a pioneer in the AI contract analytics scene when we stepped in, but was eager to achieve even higher quality results by expanding their ensemble AI pipeline.
Solution
Our team supported Catylex's data science team by enhancing the software capabilities with NLP methods such as text classification, sentence segmentation, named entity recognition, zero-, few-shot-, and weak supervision learning. With a 60% PoC-to-production ratio Hiflylabs developed and deployed multiple classification, segmentation and information extraction models with very high precision and recall metrics (state-of-the-art back in 2022). This achieved improved searchability, optimized document storage, and more accurate automatic analysis for review, risk identification, and highlighting areas of improvement.
Services
NLP
Semantic Search
Industries
Legal Tech
Technologies
HuggingFace
AWS
Spacy
BERT
MongoDB
“The Hifly team worked independently and smartly, integrating with our own data science team and technical developers to level up our ability to tackle practical NLP problems as well as further long-term research projects.“ David Rosen - CEO & Co-founder, Catylex
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