Rado Kotorov

Somerset, New Jersey, United States Contact Info
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Experienced tech innovator and thought leader with expertise in data, BI, AI, and…

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Experience & Education

  • Storied Data Inc.

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Publications

  • Organizational Intelligence: How Smart Companies Use Information to Become More Competitive and Profitable

    Intended for executives and Business Intelligence practitioners, this book offers a plan for developing a more pervasive organizational strategy that ends in success. Includes several customer stories that relay the successful, and profitable, implementation of this strategy across all current BI industries. The demand for information has been steadily increasing over the years as organizations invest in capturing and processing more data to improve decision-making and efficiency. This…

    Intended for executives and Business Intelligence practitioners, this book offers a plan for developing a more pervasive organizational strategy that ends in success. Includes several customer stories that relay the successful, and profitable, implementation of this strategy across all current BI industries. The demand for information has been steadily increasing over the years as organizations invest in capturing and processing more data to improve decision-making and efficiency. This insightful new book describes how improving the decision-making process through information dissemination can raise your organizational intelligence and market performance. The book boasts numerous case studies - featuring Ford Motor Company, U.S. Bank, Utz Quality Foods, Plex Systems, and many others - that underscore the value of leveraging data and analytics as business assets to enable fact-based decision-making needed for data monetization, process enhancements, and better customer experience.

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  • 5 Data Discovery Pitfalls

    Enterprise Apps Today

  • Customer Relationship Management: Strategic Lessons and Future Directions

    Business Process Management Journal

    Investigates customer relationship management (CRM) as a new concept. Follows the introduction of CRM in various settings, from departments to corporations, and the changes, commitment and support that are required to make the implementation of it a success. Points out that CRM is a strategy not a solution and can provide enormous competitive advantage if implemented in a co-operative environment. Points out that the committed involvement of senior management is essential in promoting and…

    Investigates customer relationship management (CRM) as a new concept. Follows the introduction of CRM in various settings, from departments to corporations, and the changes, commitment and support that are required to make the implementation of it a success. Points out that CRM is a strategy not a solution and can provide enormous competitive advantage if implemented in a co-operative environment. Points out that the committed involvement of senior management is essential in promoting and supporting the concept of customer relationship management within the organization. Looks at what might be emerging in the future and how customer relationship management may be used in different areas of business, such as human resources.

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  • Ubiquitous Organization: Organizational Design for e‐CRM

    Business Process Management Journal

    In 1998 J.P. Morgan’s analysts forecast that the market for e‐CRM (customer relationship management) solutions would grow rapidly. Since then more than 700 e‐CRM firms have emerged. The convergence of information technologies caused enterprise information systems providers to add e‐CRM functionality to their systems, thus further increasing the number of e‐CRM suppliers. The proliferation of e‐CRM concepts, models and technologies causes significant confusion and uncertainty. Corporate…

    In 1998 J.P. Morgan’s analysts forecast that the market for e‐CRM (customer relationship management) solutions would grow rapidly. Since then more than 700 e‐CRM firms have emerged. The convergence of information technologies caused enterprise information systems providers to add e‐CRM functionality to their systems, thus further increasing the number of e‐CRM suppliers. The proliferation of e‐CRM concepts, models and technologies causes significant confusion and uncertainty. Corporate executives question the economic benefits of investing in multimillion dollar e‐CRM projects, ponder about the right business and organizational models for e‐CRM, and are uncertain which e‐CRM models and technologies will prove both profitable and sustainable over time. With so many failed e‐CRM initiatives some executives wonder whether e‐CRM is not simply a hype. In the present paper what e‐CRM is, from where the economic benefits from investing in e‐CRM derive, and the evolution of alternative e‐CRM models are elaborated. It is also argued that successful e‐CRM projects are not narrowly departmental, but instead organization‐wide initiatives. The paper presents a conceptual framework for e‐CRM organizational architecture. The findings in the paper are based on e‐CRM industry analysis, evaluation and work experience with over 50 e‐CRM vendors, and on consulting experience with numerous corporations.

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  • A Model for Enterprise Portal Management

    Journal of Knowledge Management

    The article identifies the risks and challenges of using enterprise portal technology for managing corporate information and knowledge. Many of the risks and challenges are attributed to the inherent limitations of the software solutions for information and knowledge management. It is argued that the risks of adverse effects from the inherent limitations of artificial agents can be reduced if the technical solution, i.e. the portal architecture, is embedded into adequate relational human…

    The article identifies the risks and challenges of using enterprise portal technology for managing corporate information and knowledge. Many of the risks and challenges are attributed to the inherent limitations of the software solutions for information and knowledge management. It is argued that the risks of adverse effects from the inherent limitations of artificial agents can be reduced if the technical solution, i.e. the portal architecture, is embedded into adequate relational human architecture. The article proposes a management model for enterprise portals analogous to the management model for newspaper production, and argues that the model provides the adequate organizational structure for overcoming the inherent limitations of enterprise portals.

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  • Virtual Organization: Conceptual Analysis of the Limits of Its Decentralization

    Journal of Knowledge and Process Management: The Journal of Corporate Transformation

    The development of computer networks has reopened the discussion about the boundaries of the firm. Buy versus make decisions determine how centralized or decentralized a firm is. However, no consistent methodology has been proposed to help managers make these decisions. In this paper I shall propose a theoretical model of the firm, which is based on the assumption that every firm confronts competitive uncertainty and that its continual existence depends on its ability to reduce it, and based on…

    The development of computer networks has reopened the discussion about the boundaries of the firm. Buy versus make decisions determine how centralized or decentralized a firm is. However, no consistent methodology has been proposed to help managers make these decisions. In this paper I shall propose a theoretical model of the firm, which is based on the assumption that every firm confronts competitive uncertainty and that its continual existence depends on its ability to reduce it, and based on this model I shall propose a method for organizational design. In the final section I shall analyze whether Ford's Business 2000 model corresponds to the model presented in this paper. Copyright © 2001 John Wiley & Sons, Ltd.

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  • Innovation, Entrepreneurship, and the Firm : The Wealth of Individuals

    Bowling Green State University (Dissertation)

    Competitively valuable information contributes to the realization of profits, when it is used proprietarily. The proprietary use of this information increases the competitive uncertainty of market agents who do not have access to it. This dissertation offers a theory how market agents cope with competitive uncertainty. The theory of protection costs explains that loss averse market agents incur costs (1) to collect, (2) develop, and (3) protect competitively valuable information. The theory…

    Competitively valuable information contributes to the realization of profits, when it is used proprietarily. The proprietary use of this information increases the competitive uncertainty of market agents who do not have access to it. This dissertation offers a theory how market agents cope with competitive uncertainty. The theory of protection costs explains that loss averse market agents incur costs (1) to collect, (2) develop, and (3) protect competitively valuable information. The theory also explains the internal organization of firms. On this view the internal organization of firms is determined by evaluating how processes contribute to the collection, development, and protection of competitively valuable information. Processes that contribute to the collection development, and protection of competitively valuable information are internalized, and processes that do not are outsourced. Finally, the theory is used to review the stakeholder theory of the firm and to propose a reform in the intellectual property system. While the theory advocates strong protection of valuable intellectual assets of the firm, it also leads to the proposal that employees/inventors have the right to claim back patents, which firms do not commercialize. This right is justified on the grounds that if employers were to specify exactly the protected intellectual assets, serendipitous innovations would have remained owned by their inventors. It is concluded that such a policy will mobilize dormant intellectual assets in companies, will promote entrepreneurship, and will increase the returns to shareholders.

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  • Organizational Intelligence: How Smart Companies Use Information to Become More Competitive and Profitable

    -

    Intended for executives and Business Intelligence practitioners, this book offers a plan for developing a more pervasive organizational strategy that ends in success. Includes several customer stories that relay the successful, and profitable, implementation of this strategy across all current BI industries. The demand for information has been steadily increasing over the years as organizations invest in capturing and processing more data to improve decision-making and efficiency. This…

    Intended for executives and Business Intelligence practitioners, this book offers a plan for developing a more pervasive organizational strategy that ends in success. Includes several customer stories that relay the successful, and profitable, implementation of this strategy across all current BI industries. The demand for information has been steadily increasing over the years as organizations invest in capturing and processing more data to improve decision-making and efficiency. This insightful new book describes how improving the decision-making process through information dissemination can raise your organizational intelligence and market performance. The book boasts numerous case studies - featuring Ford Motor Company, U.S. Bank, Utz Quality Foods, Plex Systems, and many others - that underscore the value of leveraging data and analytics as business assets to enable fact-based decision-making needed for data monetization, process enhancements, and better customer experience.

    See publication

Patents

  • Generating a file with integral dynamic reports from queries to an external database

    Issued US 8,983,894

    Records in databases or unstructured files are enriched with metadata and are indexed for retrieval by a search engine. In response to a search request, a graphical user interface (GUI) control based on the metadata associated with the search hits is constructed and displayed with the search results in a standard view. Selection of a metadata value via the GUI control filters the previously matched records down to those matching the value selected via the GUI control. The metadata in the search…

    Records in databases or unstructured files are enriched with metadata and are indexed for retrieval by a search engine. In response to a search request, a graphical user interface (GUI) control based on the metadata associated with the search hits is constructed and displayed with the search results in a standard view. Selection of a metadata value via the GUI control filters the previously matched records down to those matching the value selected via the GUI control. The metadata in the search results is arranged in a tabular view which is embedded in the display of search results and rendered invisible until selected by the user. Reports can be constructed from an identifier each returned record set for presenting, analyzing and modifying the data, and for generating further reports.

    See patent
  • Backtype

    Issued US 6,118,432

    The disclosure relates to a multifunctional (control, typing and editing) device for interactive computing, such as Web and Web TV computing. It consists of a frame, two removable letter keypads, and different sizes of hand extensions that can be attached to the sides of the frame. The frame consists of two rectangles of different sizes that are permanently attached to one another. The lower rectangle is narrower and thinner than the upper rectangle. On the upper, wider and thicker, rectangle…

    The disclosure relates to a multifunctional (control, typing and editing) device for interactive computing, such as Web and Web TV computing. It consists of a frame, two removable letter keypads, and different sizes of hand extensions that can be attached to the sides of the frame. The frame consists of two rectangles of different sizes that are permanently attached to one another. The lower rectangle is narrower and thinner than the upper rectangle. On the upper, wider and thicker, rectangle are permanently positioned some function and control keys to be accessed primarily by the thumbs. The lower rectangle contains two square compartments into which can be placed the removable letter keypads. The keypads contain active keys on one side and the images of the active keys on the other side. Depending on how the keypads are positioned into the compartments the active keys can be accessed either from the front or from the back of the device, thus allowing for two completely different ways of typing.

    See patent
  • Beverage brewing device

    Issued US 5,806,408

    The invention is a brewing device having a lid member with a collapsible liquid permeable pouch secured to the lid member. The substance to be brewed is contained in said pouch. The pouch is disposed to extend from said lid member when the brewing substance is brewed. There is also a device for positioning the pouch adjacent the lid member when the brewing substance is not being brewed. There is also disclosed a package for containing a brewing substance. The package has a lid member and a…

    The invention is a brewing device having a lid member with a collapsible liquid permeable pouch secured to the lid member. The substance to be brewed is contained in said pouch. The pouch is disposed to extend from said lid member when the brewing substance is brewed. There is also a device for positioning the pouch adjacent the lid member when the brewing substance is not being brewed. There is also disclosed a package for containing a brewing substance. The package has a lid member and a collapsible liquid permeable pouch having a first end. The first end of the pouch is secured to the lid member. The pouch contains the substance to be brewed. The pouch is retained adjacent the lid member when the brewing substance is being stored. The pouch extends from the lid member when the brewing substance is to be brewed. The pouch is designed to retain the brewing substance in the pouch during and after the beverage is brewed.

    See patent

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