2022/08/24 12:52:34

Artificial intelligence technologies. TAdviser Overview

artificial intelligence Russia Experts estimate the annual growth rate of the solutions market at 20-30%. Which technologies provide such accelerated development? In what practical tasks do these technologies find massive use? Where are the growth points that determine the vectors of development of intelligent systems in the near future? TAdviser Russian experts in the field of intelligent technologies and solutions helped to find answers to these questions.

AI-based solutions: How this market is valued
and how it
is expected to grow further > >

IDC researchers believe that the Russian market for artificial intelligence (AI) solutions will demonstrate average annual growth of 18.5% until 2024. In 2023, it will overcome the $500 million mark, and by 2024 its volume will amount to $555.1 million. The MIPT Artificial Intelligence Competence Center estimates the volume of this market in ruble terms. Its estimates are much more optimistic: at the end of 2021, the AI market in Russia amounted to approximately 550 billion rubles. (or $6.9 billion, if we count at the rate of $1 = 80 ₽). At the same time, the market growth amounted to 28% compared to 2020 . More...

Data processing in deep neural networks:
achievements and calls of the current moment > >

Of course, today's AI mechanisms do not know how to "think" and make decisions at the human level. However, along this path, AI can achieve impressive success, doing what a person cannot, for example, process huge amounts of data in almost real time. It was these capabilities that became the basis for the powerful development of machine learning mechanisms in its current most popular form - deep neural networks (GNS or DNN - Deep Neural Network). More...

Artificial Intelligence:
How "raw" data turns into corporate knowledge > >

For a modern digital enterprise, data is the foundation for the development of effective management decisions, both operational and strategic. However, on the path to decision-making, "raw" source data turns into corporate knowledge. Today we see several areas of such transformation, both at the level of accumulation of the company's digital experience, and at the level of the data itself. More...

Current project

Natural Language Word Processing
: Work Services and Prospects > >

Intelligent automatic natural language word processing is an area of software solutions that traditionally employs numerous teams of researchers and developers in different countries. Indeed, in relation to the corporate sector, we are talking about a wide range of possibilities for processing text documents: from structured forms to texts of agreements and correspondence with clients at the corporate forum. Which of these capabilities have become routine common services today, and which are at the forefront of intelligent processing? More...

Interview with an expert

Smart process processing: how "process intelligence" is implemented
and in which direction it is expected to develop further > >

Intelligent technologies today have stepped far beyond individual operations, such as semantic analysis of a particular document. AI solutions began to become an integral part of very complex business processes. In what form is the "process intelligence" implemented today, and in what direction is its further development expected? More...

Smart voice services today and tomorrow > >

With all the variety of digital communications, voice communication remains one of the most important channels of business interaction with its customers. How does the number change voice services, and when will it be possible to talk humanly with voice assistants? More...

Intelligent Video Analytics:
How Advanced Recognition Systems Evolve > >

A few years ago, AI systems in the field of video analytics had many restrictions, say, it was impossible to recognize a face if it was turned to the side in the frame, documents were poorly recognized in low light, etc. How has the situation changed today? How artificial intelligence methods help today to recognize, identify objects, persons, situations of high complexity and with high accuracy. More...

Current products

How AI helps you cope with new
information security challenges
> >

Cybercriminals have significantly increased their activity during the pandemic. According to expert estimates, in the spring of 2020, the number of cybercrimes increased by about 20-25%, compared to the same period last year. And this spring has still added activity to cybercriminals organizing powerful DDoS attacks and targeted APT attacks against Russian web resources and significant enterprises. Russian companies are learning in real time the art of combating threats in new conditions. More...

AI in analytics: what is beyond BI? > >

There are no limiting factors in the field of business intelligence solutions: identifying valuable knowledge from available data remains a demanded task for business, as well as the desire of companies to automate this task. What stage of achieving these goals is our market today, and what trends determine its further development in the near future? More...

Smart Manufacturing: How AI helps industrial companies
and why full automation is not yet possible > >

Technological futurologists foreshadow that soon all workers in industrial workshops will become "blue collars," who in a separate comfortable room press the buttons, remotely controlling the work of melting furnaces, baths where molten steel cools, etc. However, the path that enterprises have to go to achieve this ideal state is very long and difficult. At what point in this path are the Russian industrial the enterprises today? More...

Virtual Assistants: What is the IQ of such IT solutions now
and in what direction they are improving > >

Dialogue digital assistant solutions are a hot market. Indeed, with the help of the appropriate software, companies get the opportunity to "kill several rabbits" at once: to offer their customers an attractive "humanized" interface for communication with the company and achieve an increase in the speed and quality of processing customer requests through automation. What is the current IQ of such IT solutions, and in what direction have they yet to improve? More...

Smart city: how intelligent technologies
increase the IQ of Russian settlements > >

The city is a constantly developing dynamic system: new houses, roads, communal networks are being built, the desires and preferences of residents change. Therefore, it is impossible to limit yourself to creating one digital model for a particular functionality of a smart city. In a smart city, the set of smart digital solutions and the composition of models are constantly changing. How intelligent technologies increase the IQ of Russian settlements, read the following TAdviser material.

Where does the world of practical AI implementations roll > >

We see that the world of practical implementations of AI products due to the powerful development of technologies has stepped far forward from specialized solutions that implement individual business transactions to the level of complex complex systems for supporting decision-making in difficult business processes. Accordingly, AI technologies used to solve business problems using IT are changing. They develop towards hybrid models. More...