Natural Language Processing for Multilex

  • Company Name
    Multilex Technologies
  • Industry
    Financial Services
  • Location
    Bangalore, India

Natural Language Processing for Multilex

Opportunity

Add top notch AI based insights from the deluge of unstructured data such as news articles, video, audio, and images to Novus' Portfolio Intelligence Platform. InfinStor's breakthrough Machine Learning platform makes it possible to manage immense amounts of data and cost effectively utilize multiple clouds to create models with accuracy never seen before. As an example, these next generation AI Models can perform Natural Language Processing on news articles with remarkable accuracy.


Solution

A NLP pipeline that runs in the InfinStor multicloud ML platform. Directly use pretrained models such as huggingface, or fine tune these models with custom data. Deploy model for batch inference of real time inference.


InfinStor Unique Capabilities: InfinStor's multi cloud ML Platform is the industry's only platform capable of running different parts of the ML pipeline in different clouds. InfinStor keeps your cost down by choosing the cheapest VMs in the cheapest cloud to run each step of the pipeline. This can help in cost effectively fine tuning models and deploying models in a suitable instance in a suitable cloud for batch or real time inference.


InfinStor's InfinSlice helps to manage large amounts of data by providing the capability to micro batch and run inference on only newly ingested data. InfinSnap is the industry's only no-copy solution for Data Provenance.


Customer Benefits

In the case of one customer, the original proposal was to install two GPU enabled instances in a co-location site at the cost of about $50K upfront, with additional monthly co-location charges. Instead, they chose to use the InfinStor Multicloud ML platform, and their cloud bill is approximately $60 per month!

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