LokiBots Document AI Framework

Sahil
Automation and Machine Learning Engineer
LokiBots India
March 28, 2023

Contents

Document AI refers to the use of various AI technologies, including machine learning, natural language processing (NLP), and computer vision, to analyze, understand, and extract insights from documents in various formats such as PDF, JPG, PNG, and others.

LokiBots Doc AI and Advantages

Document AI is one of the main pillars of our platform. Our platform allows us to read the data and cognitively analyze the data to provide intellectually sound answers.

Unlike other platforms which only make use of Optical Character Recognition, we also apply Machine Learning to it to provide answers to various questions one might have for a document. For example, let us consider a resume, it may consist of multiple sections, tables, bullet points, links, and much more. Once we pass It through Doc AI, It will parse through the document and make links between different types of information present in the document. So if we would like to know how many years of experience does this person have? The model will add up all the years of experience and provide you with the answer.

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Conversational Automation

Along with Document AI, we provide Intelligent Automation and Conversational AI, which can all be combined to provide a very intelligent human-like solution and interactivity to many problems.

Let’s consider you are a large company and millions of people from around the world apply for different positions open at your company. Going through each application and various supporting documents provided by the applicants can be very resource heavy and costly.

By combining the three pillars of our platform we can provide an end-to-end solution where Intelligent automation will gather all the data and relations from the company portal, emails, or any other source of data. Then feed it to our Doc AI model to process the data and extract relevant information and save it in an appropriate format. We can then pass the data through Conversation AI, which can then answer general questions like “I am looking for top 10 candidates with 3 years experience in Java & Python and located in Bangalore?” and the AI will provide us with relevant information.

This can reduce months of work to days and save a lot of resources for the company. Implementations like these are highly dynamic and can customize as per customer requirements and unique situations.

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