It is used in systems

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However, big data, machine-to-machine communication (M M) and the Internet of Things (IoT) are contenders. Examples of digital transformation Take, for example, artificial intelligence (AI), which can be used in any field that uses information and technology. In business, AI is used for machine learning, cybersecurity, customer relationship management, Internet search, and as a personal assistant. Machine learning (machine learning) huge amounts of data. Intelligent energy management systems can serve as an example. They collect data from sensors attached to various assets, then their quantities are contextualized by machine learning algorithms and delivered to decision-making staff.
  
Cybersecurity (cybersecurity) AI systems are also used to recognize cyberattacks and other cyber threats by monitoring patterns in input data. Once such a threat is detected, AI can trace its way through user data to find its source and prevent future threats. CRM (Customer Relationship photo retouching Management) When AI is used, an ordinary CRM system can be transformed into a self-updating and automatically correcting system that manages relationships for the entrepreneur. How to find your way in this digital world full of new opportunities? Enterprises operating in Poland should focus primarily on a digitalization strategy, and therefore it is important to develop more advanced plans for increasing capital expenditure and human resources.



What to focus on? Hiring the best employees with digital competences and involving them in numerous areas, reorganization and creation of multi-functional teams specializing in customer service, and knowledge-based decision-making processes in the spirit of a culture of innovation and continuous improvement are the aspects that should be taken into account. Strongly emphasized customer-oriented operation thanks to digital technology. Enterprises should also experiment with innovations with a "test and learn" approach, and the ability to respond to changes and cooperation is also important.