Modern Business Processes Research Articles

Proactive conformance checking: An approach for predicting deviations in business processes

Modern business processes are subject to an increasing number of external and internal regulations. Compliance with these regulations is crucial for the success of organizations. To ensure this compliance, process managers can identify and mitigate deviations between the predefined process behavior and the executed process instances by means of conformance checking techniques. However, these techniques are inherently reactive, meaning that they can only detect deviations after they have occurred. It would be desirable to detect and mitigate deviations before they occur, enabling managers to proactively ensure compliance of running process instances. In this paper, we propose Business Process Deviation Prediction (BPDP), a novel predictive approach that relies on a supervised machine learning model to predict which deviations can be expected in the future of running process instances. BPDP is able to predict individual deviations as well as deviation patterns. Further, it provides the user with a list of potential reasons for predicted deviations. Our evaluation shows that BPDP outperforms existing methods for deviation prediction. Following the idea of action-oriented process mining, BPDP thus enables process managers to prevent deviations in early stages of running process instances.

ТРАНСФОРМАЦІЯ БІЗНЕСУ В УМОВАХ ІНФОРМАЦІЙНО-МЕРЕЖЕВОЇ ЕКОНОМІКИ

The article examines the features of the transformation of modern business in the conditions of the information and network economy and the new challenges and opportunities associated with this process in the field of economic activity. The features of such a transformation are analyzed and its impact on entrepreneurship and the economic system as a whole is determined. It has been proven that there is currently a transition from traditional business models to flexible, adaptive systems that are able to effectively respond to rapid and dynamic changes in market demand and market competition conditions. It was determined that the information and network economy creates conditions for the deep integration of technologies into all aspects of modern business processes. The impact of digital technologies on the functional interaction between business entities in the process of economic activity is considered. It has been proven that network structures make it possible to form new models of economic cooperation by combining various industries and individual enterprises into large complex ecosystems, which opens up wide opportunities for the creation of new innovative products and services, as well as for the development of new markets. It was determined that the challenges facing modern enterprises in the conditions of the information and network economy consist in changing consumer requests, increasing the impact of cyber threats on business processes, as well as forming an objective need for enterprises to constantly update technologies in order to properly adapt to changing business conditions - environments. The specifics of the response of modern business to the challenges of the information and network economy, which can provide enterprises with the appropriate level of competitiveness and provide conditions for their sustainable development, are highlighted. It has been proven that innovations in management strategies, the use of the latest digital and information technologies, as well as the active participation of business in network relations become key components of successful business transformation in new economic conditions. It was determined that the information and network economy, in which the importance of data exchange and the use of digital technologies for optimizing business processes is growing, forms new paradigms in management and entrepreneurship. The role of artificial intelligence, the Internet of Things and blockchain technologies in the formation of modern effective business models is considered. It was determined that the development of digital tools contributes not only to automation, but also to rethinking the essence of resource management strategies, interaction with customers and the creation of fundamentally new innovative products.

АССОЦИАТИВНАЯ МОДЕЛЬ КОМПЕТЕНЦИЙ В УПРАВЛЕНИИ ИТ-ПРОЕКТАМИ

In the world of management, the competency-based approach is becoming increasingly widespread, which is based on the recognition of the important role of the human factor in any modern business processes. The quality and effectiveness of practical tasks and the results obtained depend on the quality level of training of specialists and the compliance of their knowledge with the requirements of specific work. Despite the fact that the topic of competency-based management has been covered to a certain extent, a fairly wide range of issues remains uncertain. This concerns both the theoretical justification of the definitions of competencies, competencies, competency models, and the practical application of the competency-based approach to process management in a specific area, namely in project management. The specificity of the latter is associated with the influence of a rapidly changing environment and poor predictability of the implementation of the projects themselves and their results. In this regard, the set of required competencies and their content often change, which negatively affects the quality of project implementation, especially in the field of IT technologies.

АНАЛІЗУВАННЯ РІВНЯ РОЗВИТКУ СИСТЕМИ УПРАВЛІННЯ БІЗНЕС-ПРОЦЕСАМИ НА ОСНОВІ РЕФЛЕКСИВНОГО ПІДХОДУ

Researching the level of development of a business process management system based on a reflexive approach is important for several key reasons. Firstly, the research allows for the assessment of how effectively the implemented system is managing business processes. This helps identify needs for improvement and understand which aspects require the most attention. Secondly, the reflexive approach entails continuous analysis and adjustment of strategy. Researching the level of development of the business process management system helps companies adapt their strategy to changes in the internal and external environment. Thirdly, risk analysis is an important component of reflexive management. Research allows for the identification of potential risks associated with the business process management system and the development of strategies to manage them. Therefore, researching the level of development of a business process management system based on a reflexive approach is an important strategic activity that contributes to the success and sustainable development of enterprises in the modern business environment. Based on the analysis of empirical data from Ukrainian and foreign companies, we conclude that the modern business process management system requires a deep understanding and integration of elements such as corporate culture, leadership, technological development, and continuous improvement. It is argued that the success of business process management systems based on a reflexive approach largely depends on the creation of clear corporate structures characterized by adequate subordination and the absence of internal contradictions. It is demonstrated that key success factors in management include innovation, creativity, and the development of personnel policies based on principles of flexibility and adaptability. It is argued that important features of modern business process management system development include the use of systematic monitoring, active stakeholder engagement, effective risk management, and increased corporate responsibility. Taken together, these elements contribute to increased management efficiency and organizational adaptability to changes in the dynamic business environment.

СУЧАСНІ ІНСТРУМЕНТИ РЕІНЖИНІРИНГУ БІЗНЕС МОДЕЛЕЙ ПІДПРИЄМСТВ

The activity of every enterprise is constantly accompanied by challenges and threats from both the internal and external environment of its functioning. That is why effectively established processes are often a guarantee of its success and sustainability. The reengineering of business processes itself is the tool that allows you to significantly improve your work, due to a radical reassessment and transformation of the main business processes. This tool aims to achieve improvements in key indicators such as costs, quality, service and speed. The article establishes the relevance of transformations in business processes using reengineering. A retrospective of the evolution of approaches to reengineering was conducted. The experience of using it to improve the performance of the business giant Ford is presented. It has been determined what advantages enterprises receive from the reengineering of business processes. The main stages of reengineering are grouped: mapping the current state of business processes, analyzing them and identifying gaps, finding opportunities to improve business processes and their verification, developing a process map of the future state and implementing future changes. It was determined that these stages may vary depending on the specifics of the enterprise's activities. The principles of effective reengineering are presented, according to Hammer M. and Champy J. Modern business process reengineering tools are specified: IT, change management, value chains, benchmarking, model change, monitoring, active accounting, GAP analysis, Lean and Six Sigma, Business Process Management, design thinking and modeling and stimulation. Systematized recommendations for increasing the efficiency of the reorganization process, in particular, using only proven methodology, documenting the reasons for introducing changes, analyzing business needs, taking any actions taking into account the priority of customers, as well as effective change management. Further prospects of research in the chosen direction are outlined, taking into account the achievements of artificial intelligence.

Digitalization of remote personnel recruitment

The article considers the issues of using digital technologies and tools in the field of search and selection of personnel, taking into account the development of forms of remote work and intercultural cooperation. Technological development, labor globalization processes, economic crisis, pandemic, war and increased fierce competition have led to the emergence of new forms of employment and the use of new modern tools in terms of attracting personnel. The analysis of the labor market proves the need for search and recruitment specialists to use digital tools, update business processes in companies, and adapt the company's recruitment processes to modern business needs. The ability to perform work from anywhere in the world, broad prospects for global staff mobility and remote work have become one of the modern challenges facing businesses and recruiters in particular. Remote recruiting as a form of hiring and personnel management is gaining popularity and is becoming an important component of the modern business process. A list of advantages and disadvantages of using remote recruiting is provided in order to simplify the selection and identification process. The study revealed a significant number of digital tools that are offered for remote recruiting, which indicates the relevance of this issue. The main characteristics of digital tools in terms of relevance and practical use are described, which help to navigate among the tools offered on the market. The study shows that the use of digital tools significantly improves the productivity and efficiency of the recruitment process. General recommendations on the main aspects of choosing an automated system to work in the context of remote recruiting are formed. It is noted that the choice of an automated system for recruiting should be adapted to the individual needs and objectives of the company. The use of digital tools in the context of remote recruiting will lead to optimization of business costs in terms of time, finance and resources, improving the candidate evaluation system and reducing the degree of influence of the human intervention factor.

Применение операторами телекоммуникационных систем графов знаний позволяет существенно повысить уровень сервиса и минимизировать время реагирования на инциденты.

The article describes a method of designing and modeling telecommunication systems based on the joint use of modern business process models, information and functional models developed by the TMForum organization, and knowledge graphs. The systems developed using the proposed method enable to build business models and operating models of all segments of carrier networks by linking elements of TMForum models, as well as by supplementing them with operational data received from the network in the form of log files generated by application servers, and as a result of network devices polling. The generated models can be used by telecom operators to address business and operational problems, as well as by architects of telecommunications systems for their design and modernization.

АУДИТ ІНФОРМАЦІЙНОЇ БЕЗПЕКИ ДЛЯ ЗАХИСТУ ІНФОРМАЦІЙНИХ АКТИВІВ ПІДПРИЄМСТВ В УМОВАХ ГЛОБАЛЬНИХ ВИКЛИКІВ

In the modern conditions of global challenges, along with climate action failure, extreme weather, human environmental damage, there are cyberattacks and data fraud or theft, the spread of infectious diseases (pandemics), which resulted in the activation of digitalization processes of social, economic and political processes in general and business entities financial and economic activity in particular. Modern business processes cannot be imagined without the use of information assets, because today they are becoming the most valuable resource for business development. However, in the conditions of modern global challenges and the state of war, there are more and more threats associated with the loss of access by business entities to the information assets of their own business, therefore the topic of enterprise information protection is an urgent issue that requires research and practical recommendations development. The aim of the research is analysis the enterprise's information security audit process and the development of practical recommendations for securing the enterprise's information assets in the global challenges conditions. The methods of the research: logical and meaningful method, methods of comparison, systematization, induction and deduction, analysis and synthesis, coefficient method. The hypothesis of the research was assumptions about the possibility of determining the state of information security of business assets through the enterprise vulnerability indicator and securing its information assets by conducting an information security audit. The statement of basic materials. The place of Ukraine in the World Digital Competitiveness Ranking was analyzed and the main weak points are identified. The model of building an information security system is presented. The enterprise information security indicators are considered. It is proposed to identify the state of security of the enterprise's information assets using the company's vulnerability indicator. It is proposed to conduct an audit of the enterprise's information security in four interrelated stages, which will make it possible to protect the company's information assets from potential threats and attacks by intruders. The originality and practical significance of the research confirmed by research and substantiation of the importance of the enterprises information assets protecting in the conditions of martial law and recommendations for the information assets securing from potential threats using the enterprise vulnerability indicator and conducting regular information security audit. Conclusions and perspectives of further research. It was determined that the company's information threats can be identified using a vulnerability indicator, and the company's information assets can be secured by applying an information security audit of its assets. Further research will be aimed at a more extensive analysis of factors that can influence the determination of the enterprise's vulnerability and the emergence of potential costs from cyber attacks and data theft.

ФАКТОРЫ, ВЛИЯЮЩИЕ НА ЭВОЛЮЦИЮ СИСТЕМ УПРАВЛЕНИЯ ПРЕДПРИНИМАТЕЛЬСКИМИ СТРУКТУРАМИ

The article identifies the factors contributing to the evolutionary development of management systems of business structures and substantiates their necessity for the formation of the institutional environment and modern business processes. The factors that are both common and unique for the management systems of business structures in the context of business processes are identified and analyzed: territorial, socio-economic, institutional, informational, financial. The scientific novelty and practical significance of the work lies in the development and justification of the stages of the formation of the management system of business structures (origin, increase, maturity, crisis).

ТЕОРЕТИЧНІ АСПЕКТИ РОЗВИТКУ ЦИФРОВИХ ТРАНСФОРМАЦІЙ УПРАВЛІННЯ БІЗНЕСОМ КОМПАНІЙ

The study is devoted to modern transformational processes in the economy, how priorities are formed by urgent changes in conceptual approaches to conducting business by companies of various levels. In this regard, the process of development of digital transformations of business management of companies due to the formation of a balanced long-term digital strategy acquires primary importance. Therefore, the main direction is the search for ways to develop digital transformations of business management of companies in modern conditions of globalization shifts. Theoretical aspects of the development of digital transformations in the context of company management, taking into account potential priorities and opportunities for the development of the economy, are meaningfully revealed in the research. The interpretation of the definition of "digital transformation" in modern business processes is studied, the differences between the categorical concepts of "digital transformation" and "digitalization" are characterized, based on the approaches of world agencies and modern scientists. The scientific research materials analyzed the logical sequence of stages of digital transformation of business processes, which affect the development and innovation of the business environment and are key indicators of successful shifts in the context of digital transformations of business management of companies at different levels of management in the context of the development of digital transformations. A comprehensive analysis of the constituent elements of the development of digital transformations of business management on the domestic and international markets was carried out. The directions of innovative business development of companies in the conditions of digital transformations are proposed, which are revealed due to the need for management of companies to understand the complex system of adjustment and adaptation of management solutions to modern digital technologies using the capabilities of cloud technologies, the latest digital adapters and systems. The priority steps for the development of digital transformations of business management of companies are proposed in order to achieve a long-term synergistic effect from the implementation and use of digitalization, digitization and cloud technologies. The organic synthesis of the proposed imperatives forms the prerequisites for a comprehensive comprehensive approach of the company's management to the development of digital transformation in the context of management decision-making.

THE USE OF NFT TOKENS IN THE ERA OF DIGITAL TRANSFORMATION: PROSPECTS FOR IMPLEMENTATION

Purpose. The aim of the article is to study the peculiarities of NFT for the development of modern business and other important processes related to the preservation and protection of property rights for the implementation of digital assets. Methodology of research. This study is based on scientific research on the formation and functioning of NFT tokens in the digital market. The study employed various methods including dialectical analysis, expert evaluation of publications and opinions, statistical analysis of NFT token dynamics, system analysis for theoretical generalisations and establishing structural links between the elements of the studied system, and abstract and logical methods for formulating conclusions and recommendations and others. Findings. The article examines the importance of using NFT tokens as a technologically important tool for preserving ownership based on non-reciprocity, which allows you to secure these rights for token owners and preserve the originality of the objects of application of these tokens. This, in turn, involves establishing the value of implementing technologies in art, culture, musical works, as well as in the field of virtual reality, collecting objects, and including, in the real sector of the economy, connecting the data of digital assets with the real services of corporations. Originality. The article substantiates the essence of NFT tokens, their value and features of application based on non-reciprocity technology, which reveals the scientific and practical significance of their application. The ability to use these tokens to authenticate and trace the provenance of digital content, address issues related to plagiarism and intellectual property theft, increase trust in digital assets, and preserve information integrity indicates that NFT technology is the digital certificate of authenticity that proves creation of assets, the right to own them, records and stores the history of transactions or accounting of trading operations. Practical value. The main provisions of the article can be used by domestic business entities to determine the priority areas of digitization and future potential developments based on NFT technologies using the experience of leading leaders in this field. Further research can be aimed at introducing this technology into the business processes of companies that plan to promote their brand on the global market, tokenize their own services, and digitize business processes using customer engagement. Also, NFT technology is changing the key role in the development of virtual reality, in particular the ideas on the basis of which Metaverses are being developed. Key words: NFT token, NFT technology, blockchain, Web 3.0, digital assets.

ІНТЕГРАЦІЯ БУДІВЕНЬНИХ ПІДПРИЄМСТВ ЯК ФАКТОР ПІДВИЩЕННЯ ЇХ КОНКУРЕНТОСПРОМОЖНОСТІ

The article examines modern business processes in Ukraine, which are increasingly implemented within the framework of joint activities of business groups. Considered important factors of sustainable economic development for construction enterprises. It was determined that at the current stage, one of the promising strategies for the development of the company's construction enterprises, which is implemented through the development and exploitation of new reserves of activity, is integration. The main reasons for the active growth of the market of integration processes, which contribute to the increase in the number of integration processes, are given. The structural and organizational aspect of coordinating the interests of the participants in the integration processes is defined. Considered important parameters within the framework of determining the quality of any type of organizational structure. The article also examines relations between interested parties in the construction industry. The specifics of the terminology were studied in detail and the main part2icipants in the construction process were identified. Competitive advantages and weaknesses of vertical and horizontal integration of construction enterprises in terms of their expediency in different market conditions are considered. According to the results of the research, it was determined that any integration, both vertical and horizontal, can become a tool for increasing the competitiveness of a construction organization. On the contrary, if decision-making is not based on a systematic quantitative analysis of all factors, integration can become a serious competitive weakness. In order for integration to lead to a sustainable and long-term competitive advantage, a detailed analysis of all possible risks is required, as the recovery costs can be high. Four reasons and requirements for vertical integration and their application to the domestic market of construction services are analyzed. It has been shown that insolvency and earnings growth of growth companies can have the greatest impact on vertical integration decisions. The most desirable type of vertical integration in the construction services market is direct integration, in which the construction company actually takes over the functions of the developer-client. Therefore, each integration, both vertical and horizontal, can become a tool for increasing the competitiveness of a construction company. Conversely, integration can become a serious competitive weakness if decision-making is not based on a systematic quantitative analysis of all factors. In order for integration to lead to a sustainable, long-term competitive advantage, a detailed analysis of all possible threats is necessary, as the costs of eliminating them can be high. Quasi-integration or partial integration should be considered as an alternative to full integration.

УПРАВЛІННЯ БІЗНЕС-ПРОЦЕСАМИ КОМПАНІЙ: СУЧАСНІ ІНСТРУМЕНТИ ТА ПРІОРИТЕТНІ НАПРЯМКИ

The article is devoted to the problem of business process management in companies. To achieve the objectives of the study, the following general scientific methods were used: analysis and synthesis, induction and deduction (to determine the benefits and consequences of using business process management by companies); generalisation (to systematise the results obtained and formulate conclusions from the study in terms of priority areas and modern tools for managing business processes in companies). The paper considers the essence of business process management as a promising approach to solving the problems of flexibility, scalability and efficiency of a company, achieving its strategic business goals and solving specific tasks. Its types are presented and characterised: humanoriented, document-oriented, and integration-oriented. The growth factors of the business process management market are highlighted: the introduction of various technological advances, the growing trend towards automation in various industries, and increased integration with the Internet of Things. To manage business processes, companies use a variety of tools that are a valuable addition to their technology portfolios. The publication examines and describes modern business process management tools in terms of their documentation, analysis, evaluation, development and implementation, ensuring operational excellence and transformation, workflow management, including real-time management, optimisation and automation. In general, the use of these tools will significantly improve the practices of developing and improving internal and external processes, allowing them to be flexible and effective in the face of dynamic changes in the industry environment. The research outlines the priority areas of business process management: setting up and automating workflows; ensuring visibility and control of business processes; making effective business decisions, minimising costs; integrating workflows, ensuring operational flexibility; identifying bottlenecks and operational shortcomings; ensuring security and effective risk management.

ОСОБЕННОСТИ ФОРМИРОВАНИЯ АЛЕРТИНГОВОЙ СИСТЕМЫ УПРАВЛЕНИЯ ПРЕДПРИНИМАТЕЛЬСКИМИ СТРУКТУРАМИ НА ОСНОВЕ РЕГИОНАЛЬНОЙ СПЕЦИАЛИЗАЦИИ

The article defines the features of the formation of a rating management system for business structures and substantiates the need for its use to identify business-critical problems. The scientific novelty and practical significance of the work lies in the development of an algorithm for modeling the rating management system of business structures in the conditions of modern business processes. The essence of the model lies in the effective use of interaction features, starting with the formation of expectations of the problem itself in relation to the business structure, to the exclusion of the possibility of its recurrence in the business process and thereby the formation of closed cycles. To compare the management systems of business structures, alerts and thresholds for them are determined, and an example of an alert management system of an entrepreneurial structure based on its regional specialization is presented.

The Concept of Customs Logistics

Along with the increasing pace of globalization, the volume of passenger and cargo movement between countries is steadily increasing. International supply chain in modern business activities includes not only the planning of shipment of goods, but much attention is paid to cargo clearance procedures. The growing role of customs authorities has become particularly striking in the face of the international transport collapse caused by the Covid-19 pandemic. If not for timely and correct action, the economic losses caused by the crisis would be much greater than what we are facing today. Modern business processes are widely related to the transfer of services and goods between countries. Logistics includes a specific group of activities. One part of them includes process supervision. Customs authorities control the movement of goods, vehicles and people across the economic border. What tariff and non-tariff control mechanisms are used to determine the amount of goods and taxes that have the right to enter the country. These factors accelerated the formation of new directions of logistics. Keywords: international shipping, supply chain, customs logistics, customs clearance procedures.

Application of Integrated Logistics in Foreign Economic Business Processes of Enterprises of the Processing Industry

The article deals with the problems of efficient management of modern business processes, which require system optimization of interconnected circuits: the process of supply, production process, sales of products, and others. Presented modern concepts of business process management in the processing industry. The information concept of logistics is to formulate the general problem of managing material flows within an industry or a separate business process. The marketing concept of logistics focuses on the organization of the logistics process in the field of distribution and distribution of products. The concept of integrated logistics is to use in the management of a system tool to regulate material flows to achieve business goals.

Managing the industrial enterprises development in ecosystem interaction

The article considers a new approach to managing the development of enterprises operating in a period of digital transformations and ecosystem interaction. The concepts of sustainability and development in an economic context have been analysed. The author’s interpretation of the concept of sustainable development has been outlined and the factors that ensure the development and sustainability of enterprises have been identified. The benefits and limitations of sustainable development management, and the specific of data analysis in the digital ecosystem of the industrial enterprise as a component of sustainability and security of actors, have been defined. The components of a sustainable development framework have been identified and the effects obtained at the ecosystem level of interaction have been highlighted. Guidelines for new management approaches to the organisation of modern business processes and management decisions have been given.

Relevance and prospects of the development of Privileged Access Management solutions

The subject matter of the article is cyber security incidents related to the violation of the rights of privileged users and the development of the market of PAM solutions over the past five years — 2017–2022. And there is also a process of safe and secure granting of access permissions to the organization's information systems with the provision and tracking of secure user activity in the company's business network and cloud environment. The goal and tasks are: determining the relevance and need for management and administrator access control tools, as well as studying the growth trends of the PAM service market. Determination of prospects for the development of a strategy for the implementation of PAM solutions for or in cloud environments. The methods used are: forecasting methods based on market analysis and conclusions from the presented reports of international companies regarding the development of PAM solutions and increasing demand for system data in the future, as well as observing trends in the transition of organizations' activities to the cloud environment with the development of cloud services: IaaS, PaaS, SaaS. The following results were obtained: the reports of CIS Controls, OWASP, Balabit, Gartner, Allied Marked Research and studies of global vendors: Heimdal security, Microsoft, IBM were considered, which made it possible to draw the necessary conclusions and prove the feasibility of using and increasing demand for PAM systems in the next ten years and prove the prospects and the need to implement a new PAM development strategy in the cloud through integration and blurring the boundaries with IAM. Conclusions. The scientific novelty of the obtained market research results indicates that the interest of PAM solutions on the part of customers, who will be aware of the need for access control tools for administrators, determines the further development and competitiveness of these systems. Increasing attack surfaces, increased security risks, the need to keep up with modern business processes — all this requires the implementation of new PAM solutions with an increased level of security, automation, as well as integration to ensure comprehensive information protection, which will become an integral part of the overall strategy information and cyber security of both enterprises and state institutions.

РЕШЕНИЕ ВОПРОСОВ ЭТИКИ ПРИ ВНЕДРЕНИИ СИСТЕМ С ИСКУССТВЕННЫМ ИНТЕЛЛЕКТОМ

The article considers the problems of the ethical component in the development of systems with artificial intelligence in Russia. The main possibilities for the protection of personal data are considered and structured, taking into account the possibility of their further effective use. The ethical problems associated with the digitalization of social processes are systematized. The possible negative consequences of the introduction of artificial intelligence into modern business processes, such as prejudice, discrimination, privacy and unreliability of these systems, have been identified. The issue of ensuring the compatibility of information systems to exclude discrimination of various social groups of the population is particularly considered.

АКТУАЛЬНЫЕ ВОПРОСЫ ЦИФРОВИЗАЦИИ УЧЕТНО- АНАЛИТИЧЕСКОГО ОБЕСПЕЧЕНИЯ ГОРНО- ГЕОЛОГИЧЕСКОЙ ОТРАСЛИ

Modern accounting and reporting relations, in which any economic entity functions, urgently require the use of effective management technologies that contribute to the rational reflection and preservation of accounting and analytical information. This is greatly facilitated by the introduction of digital technologies in production and support processes. The article discusses some characteristics of the data generated in various types of mining activities. The methodological approach of this study was based on conducting an empirical analysis in the form of a keyword search to identify modern digitalization technologies and trends that form the accounting and analytical support of the mining and geological industry. To do this, leading industry magazines, websites of mining companies, as well as reports of leading consulting agencies were systematically analyzed. There is a lack of research on the basic requirements of big data management. Also identified is the main problem that there is no single source of truth – a central repository of data. The main directions of influence of accounting and analytical support on the efficiency of management of enterprise activities are shown. A classification of geological big data is given, including access to data collection, qualitative and usability characteristics of data, a model for recognizing data input, aggregation of geological data and management of geological records tracking the evolution of BD. The authors form individual elements of the development of the concept of accounting and analytical support of modern business processes at the enterprises of the mining and geological industry. It is concluded that the use of geological technologies of large baths can interpret large complex geological data and identify significant patterns that explain the economic potential of the developed mineral deposit.