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Showing posts with the label AI

Let AI discover values

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To continue to this analytical journey, a large set of content can be overviewed by AI routines. There is a typical kind of tool for the corresponding content type that you have. Let’s assume that you have news about the market in the form of text. This information can be derived from websites, studies, reports, blogs, books, or social networks. The later language processing AI robots are trained to understand the meaning similarities, used to discover topics, keywords, entities, measure sentiment, and do much more. For sake of simplicity imagine that you recorded behavior data and can be compared to collective behavior measures of a group based on the content that they generate. Therefore, the main properties of the content are efficiently described with the help of AI summarization, top list of keywords, and topics. The following chart illustrates how such results make up a summary board. Compare your data to the community Sure, you can collect information with diligence and loo...

From Artificial Intelligence to Digital Intelligence

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The future of workforce is threatened by AI solutions, we hear such news flooding our mailbox, professional communication at online media and events. The risk lies behind the fact the AI can replace more and more sophisticated work situations. Development of programmable and reusable algorithms can find similarities in data structures, dynamic dataflows, greater and greater fractions of business processes. Not a long ago we were only talking about AI’s emerging role in repeated and simple duties in manufacturing industry. From the second half of this decade there are tangible evidences of AI utilization in sensitive core of legal services, healthcare, life science research and more. The simple fact that in 10 years over 75% of work positions will disappear shall mean that society faces to massive unemployment crisis? Give it a try and dig out the positive effects of AI technologies and AI services. How this new phenomenon stimulates  the creation of new workplaces that never exis...

From maths to human

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The way of business application developments for long time following common path. Independent of the area of activity first comes the process analysis. It will result - usually on paper, or with old fashion modeler applications - in task sequences and data. That is what the developer companies, vendors concentrate on. We see many new process analysis and development methods, new agile way of product creation, but the core problem is not answered.  Rather, all these systems are furter developed and vendors use the new technology stacks, big data analysis for extension of core systems with intelligence. Then the probablity of events can be calculated, we say predictive operation is enabled. AI helps system to understand better the actual process conditions and help the human user in decision. The final goal can be to eliminate human from the processes as much as possible. Therefore, according to the new vision of business systems, we tend to believe the collecion of vast...