Intelligent Workflow
A smart workflow is a key to an organizations success. It helps your organization to structure, streamline and automate your business processes and streamline a myriad of disparate systems into a secure and robust framework. An Intelligent workflow is nothing but a standard workflow which is digitized and automated which helps to improve the efficiency and effectiveness to the next level. The workflow can help your organization in modeling, analysis, and enactment of business process in a truly competitive way.
Natural Language Processing
- Natural language processing (NLP) is a branch of artificial intelligence that helps computers understand, interpret and manipulate human language. Eg: Alexa, Apple Siri, Cortana etc
- NLP algorithms are typically based on machine learning algorithms
- NLP tasks break down language into shorter, elemental pieces, try to understand relationships between the pieces and explore how the pieces work together to create meaning
- The more data analyzed, the more accurate the model will be.
Natural language generation (NLG)
- Natural language generation (NLG) is the use of artificial intelligence (AI) programming to produce written or spoken narrative from a dataset.
- NLG software has the ability to mine large quantities of numerical data, identify patterns and share that information in a way that is easy for humans to understand
- NLG program hooks up to existing financial ERP, provides users a narrative explanation, or a health check, about how their business is doing.
- It looks at a number of key performance indicators (KPIs) around cash flow, sales and accounts receivables, for example, and relays that information on the numbers back to the user in narrative
Data Analytics
Data analytics (DA) is the process of examining data sets in order to draw conclusions about the information they contain, increasingly with the aid of specialized systems and software. Data analytics technologies and techniques are widely used in commercial industries to enable organizations to make more-informed business decisions and by scientists and researchers to verify or disprove scientific models, theories and hypotheses. Data analytics predominantly refers to an assortment of applications, from basic business intelligence (BI), reporting and online analytical processing (OLAP) to various forms of advanced analytics.can help businesses increase revenues, improve operational efficiency, optimize marketing campaigns and customer service efforts, respond more quickly to emerging market trends and gain a competitive edge over rivals.
Machine Learning
- Machine learning is application of algorithms that provides systems the ability to automatically learn and improve from experience without being explicitly programmed.
- Machine learning focuses on the development of computer programs that can access data and use it learn for themselves.
- The process of learning begins with observations or data, such as examples, direct experience, or instruction, in order to look for patterns in data and make better decisions in the future based on the examples that we provide
- The process of learning begins with observations or data, such as examples, direct experience, or instruction, in order to look for patterns in data and make better decisions in the future based on the examples that we provide
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Artificial Intelligence(AI)
Artificial Intelligence (AI) is an area of computer science that deals with the automation of intelligent behavior. In concrete terms, this means that the AI attempts to reproduce an intelligence in order to be able to process decisions and logic independently with a computer. Due to the complexity of this subject, there is no uniform definition of artificial intelligence.
Topics such as Apple’s Siri, Google Now and IBM Watson follow us daily and show how far the artificial intelligence has come to this day. The artificial intelligence allows so far unimagined possibilities for processing and evaluating information. For example, Watson helps doctors diagnose by consulting millions of books, publications, and other information to determine the patient’s symptoms
Artificial Intelligence is a way of making a computer, a computer-controlled robot, or a software think intelligently, in the similar manner the intelligent humans think. It is the simulation of human intelligence processes by machines, especially computer systems. These processes include learning (the acquisition of information and rules for using the information), reasoning (using the rules to reach approximate or definite conclusions), and self-correction. Particular applications of AI include expert systems, speech recognition, and machine vision.