Enabled a document management firm to mine data accurately and improve operations efficiency through automation
Text Analytics, Information Retrieval and NLP Functionality for the world’s leading contract & document management firm
About the Client
The Business Challenge
We built an IT Operations Analytics tool that will give the client access to accurate dashboards, predictive pricing, and predictive analytics.
What Aptus Data Labs Did
We built an AI-based LDA (Latent Dirichlet Allocation) model to mine metadata efficiently.
The Impact Aptus Data Labs Made
The LDA model implemented for text analytics has effectively extracted valuable metadata, resulting in an 85% accuracy and a 6% improvement in operational efficiency.
The Business and Technology Approach
Aptus Data Labs used the below process to build the text analytics model to resolve the existing challenge.
Used text filtration to extract data based on titles, dates, contract party details, document category, and contact details
Used the following application to retrieve useful data:
The derived data helped the client to automate their process and increased their operations efficiency by 6%.
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