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Software that hears a machine failure before it occurs; a program that turns a multitude of data into a story, chips that can simulate brain activity … Technologies are advancing by leaps and bounds and many are the inventions that have sprung up in the Czech or French brains. The French excel in the technology of banking or electromotive, the Czech specialty is found in the field of autonomous vehicles, innovations for mechanical engineering and various other software by web agency California European Commission statistics praise growing performance in innovation in the European Union (5.8% since 2010), but globally Europe will face competition from more and more important. With China we still have a head start, but it is shrinking rapidly because China’s progress in the field of innovation is three times faster than that of the EU. Europe may soon be overtaken by Canada, Japan or the United States. Innovation is responsible for two-thirds of Europe’s economic growth. Europe, which accounts for 7% of the world’s population, accounts for 20% of global investment in research and development. Last year, the Czech Republic invested 1.98% of its gross domestic product in R & D, France 2.27%. Recent Czech discoveries that Lurer In the last few years, several technology companies have presented interesting innovations on the Czech scene. The public discovers them most often on the occasion of the awarding of a prize, the publication of a ranking or the study of a renowned company. Neuron Soundware, a two-year-old Prague start-up, is receiving a lot of attention. She listens to machines running and can predict a failure with accuracy up to 99.6%. Sensors and microphones placed on the machine record, by a thorough analysis, the sound data emitted by the machine in normal mode. The data is transmitted to a computer program capable of evaluating deviations and warning of impending difficulties. Neuron Soundware already has several reputable customers, such as Airbus, Siemens, Volkswagen or E.ON. The company has won several competitions and received more than 16 million crowns from two investors, the Startup Yard and J & T Ventures. This technology is most often tuned to production lines, escalators, railway switches or wind turbines. The title «Cool Vendor» awarded by Garner to small companies that have innovative technologies, a solid business plan or imagination, was also awarded to an expanded analysis platform called Stories. It processes data in time series to form graphical analyzes in operational memory, which is able to analyze millions of combinations and find in these data key factors that can influence different metrics. Huge volumes of data are transformed into stories, stories, within the reach of an ordinary user. Business leaders no longer have to review or produce sharp analyzes, they just need to read a few automatically generated titles, similar to newspaper headlines, that deal with trends in a given issue or business and allow to identify the problems and their causes. Understand a large amount of data or even somehow read your thoughts, this is the business area of Setsquare in Pilsen. Their semantic text analysis algorithm can read millions of times faster than a person and can learn any language. The starting tool is the largest volume of text available, such as customer e-mails or comments on social networks. The keywords naturally flow from the texts according to the subjects most often mentioned by the people. Thus, the company can discover what are the opinions on their product, the trends, the interests of the people or even discover new subjects to which she had not thought. The product is on sale since 2014, but it is the result of 12 years of research conducted by the director of Sentisquare Josef Steinberger. The main customers are T-Mobile, Česká spořitelna, ČSOB or Volkswagen. Three artificial intelligence enthusiasts met during their doctoral studies, and the combination of their ideas gave birth to Rossum, a program that teaches machines to understand documents and more particularly invoices. The technological secret of the company lies in the fact that the computer knows how to distinguish between different bills just as a person would do. It is estimated that only 20% of invoices are automatically read today, the rest must be processed by accountants. The creation of templates for each type of invoice is expensive, which is why the idea of the Rossum Invoice Robots (word game with the RUR robots of the Czech writer Karel Čapek) has aroused the interest of the major auditing companies . The system was built on test data created by a team of annotators acting as accountants, and the machines copied their methods. The goal was to simplify the work of the accountants and give them a free space to do a real job that would not involve copying bills. This job now is done by a neural network. A business model, which has upset the B2B segment of optimization and price management, is proposed by Price f (x). A pricing policy based on current events, competitive prices or seasonality can increase sales and margins by several percent. The problem lies in the complexity and cost of this method. However, a company based in Munich, with a research and development center in the Czech Republic, offers the rental of software that can find the solution. Both the risk of failure and the initial investment are borne by Price f (x), and the price for customers is one-third cheaper than that of the competition. French robots and artificial brains Undoubtedly the biggest French industrial innovator in the Czech Republic is Valeo, which has made massive investments in recent years and opened a research and development center in Prague. Valeo is one of the world’s leading technological innovators and its Czech engineers contribute a lot. In 2004, Citroën was the first to use the «stop & start» system that automatically turns off the engine when the car is stopped, in traffic jams for example. Consumption fell by 6 to 15%, CO2 emissions decreased and the system was then used by all car manufacturers, especially after the introduction of the Euro 5 standard. Competition in this area has meanwhile developed, but the Valeo system is present in a third of cars with this technology. Valeo’s Prague Research Center employs nearly a thousand experts dedicated to the development of sensors and software for parking assistance systems and active safety systems: assistance to stay on track, braking automatic emergency or collision risk warning with a car in a blind spot. Everything is tested directly on site or at the Milovice industrial site. In April, the French company Prophesee presented a microcamera inspired by the human body. The camera captures hundreds of frames per second like the human eye, and software with its algorithms, evaluates these data almost instantly, just like the brain. However, the system does not function as a high frequency camera that would collect data, it only evaluates the differences between the images. It gets information faster and does not have to deal with large volumes of data. Until now, Prophesee products have been used in biology, but now they concern the industry, where they contribute to the acceleration of the production process thanks to ultra-fast control of the situation. A big challenge in today’s mobile age is to introduce as much technology as possible into a tiny chip, which is at the heart of smartphones, autonomous vehicles or data centers. In the global competition, two French companies have managed to stand out. Smart me up, founded in Grenoble in 2012, introduced after three years of research a facial recognition technology, which also assesses the age, sex and emotions of the person in front of the camera. Its services are used by French railways SNCF or by Chinese stores to evaluate the reactions of customers to advertising. In the future, it could be used in smart cities — for safety — or to monitor the fatigue of vehicle drivers. In August 2018, the startup was bought by car subcontractor Magneti Marelli. Still in Grenoble, but 4 years earlier, Joël Monnier founded the company Kalray to produce intelligent processors able to analyze the data that pass through them and make decisions in real time. Last year, the company had 65 employees, a turnover of 875,000 euros, and in June 2018, it raised 43.5 million euros on the occasion of its IPO. The money from this sale is intended for the further development of chips, which will be used mainly in data centers and partly also in autonomous vehicles. The cybersecurity of companies is ensured for example by Sentryo, a company of Lyon, which won in August 2018 the innovation contest of Public Investment Bank Bpifrance. The Kitea project detects anomalies in the Internet of Things (IoT) in the industry to help companies defend themselves against cyber attacks and secure their systems. Active analysis is used to characterize and quantify unknown flows in the enterprise based on available data. The use is planned for smart cities or autonomous vehicles. A large number of innovations in the Czech Republic and France are related to the automotive industry, particularly autonomous vehicles or electromobility. A common theme is also the movement in the air, be it aircraft of different sizes or drones. Interesting projects are growing in business incubators like the Czech Startup Yard or Station F in Paris. New ideas sprout every day in bright brains. We can therefore expect other discoveries in the field of intelligent technologies and their use in industry and daily life.

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