Assisted a digital marketing company to optimize KPIs and increase...Read More
The client is a world-leading contract and document management firm based in the US. The client
handles large volumes of contracts and documents for leading companies around the globe. The client helps companies to retain and grow their base revenue with effective document management.
The client wanted to apply text mining, information retrieval, and NLP (Natural Language Processing) on the documents that they manage which is more than 100,000. The client wanted to derive metadata information to automate their process thereby eliminating revenue leaks and anomalies for their clients.
We built an AI-based LDA (Latent Dirichlet Allocation) model to mine metadata efficiently.
The new text analytics LDA model successfully extracted useful metadata to increase accuracy by 85% and operations efficiency by 35%.
Aptus Data Labs used the below process to build the text analytics model to resolve the existing
challenge. Aptus Data Labs:
Available on Request
‘R’ Code integrated into Rapid Miner