By combining the power of RPA with native Artificial Intelligence (AI) and other cognitive capabilities, Nividous Smart Bots empower business users with the ability to easily automate processes involving complex documents. Capabilities such as Intelligent Document Processing (IDP), Natural Language Processing (NLP), and Predictive Analysis give our Smart Bots the ability to classify, extract and validate data from any type of document, application, or database.
Using Machine Learning (ML) models, Nividous Smart Bots learn from experience, becoming faster and more reliable, significantly reducing operational costs and human errors. All this work can be done without the need for data scientists or other specialists and no expensive third-party components are required. Smart Bot functionality includes:
Businesses use documents in large volumes, in different languages, and in varying formats as well as quality. They can present an impediment to digital transformation, particularly those in semi-structured or unstructured formats. Businesses often struggle to process these documents with accuracy and speed.
Nividous Intelligent Document Processing (IDP) solution addresses this challenge by capturing, categorizing, and extracting relevant data from these documents for further processing, using Computer Vision (CV) based Optical Character Recognition (OCR) and ML.
Natural Language Processing (NLP) adds the capability to understand the human language the way it is written or spoken. Applications such as Chatbots and Virtual Assistants use NLP to perform tasks traditionally carried out by humans. By combining NLP with Machine Learning, critical information can be discovered by developing models from unstructured data including emails, videos, audios, or social media posts.
With Nividous, you can train custom NLP models from your existing data to achieve exceptionally accurate results. Several pre-trained models are available for email and text classification, sentiment analysis, named-entity recognition and more.
Predictive Analysis is the practice of making projections about possible future outcomes based on available historical data and ML techniques. Businesses often use Prediction models to evaluate risk and uncover opportunities. The goal is to go beyond knowing what has happened to provide a best assessment of what will happen in the future.
Key features of Smart Bot include:
Out-Of-The-Box Maker Checker
An intuitive interface that shows the original document and extracted data side by side with the fields highlighted for review. Easily tab through the fields for data review and correction.
Ease of Template Creation
Create custom templates with an intuitive interface to add fields, define their labels and map relevant values. You can also specify synonyms and patterns for value extraction.
Confidence Score
Set your custom process-specific benchmark or confidence score for the extracted data. The Smart Bot highlights the extracted data falling below the confidence level and triggers an instant for a human intervention.
Pre-Built ML Models
A range of pre-built domain-specific ML models are available out of the box. Leverage built-in domain expertise specialized in instantly finding unique process specific data.