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kale vivek - enterprise performance intelligence and decision patterns

Enterprise Performance Intelligence and Decision Patterns




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Dettagli

Genere:Libro
Lingua: Inglese
Pubblicazione: 11/2017
Edizione: 1° edizione





Note Editore

"Vivek Kale has written a great book on performance management that focuses on decision-making; on continuous, incremental improvement; and on identifying common patterns in becoming a more intelligent organization." —James Taylor, CEO of Decision Management Solutions and author of Real-World Decision Modeling with DMN "Introducing the concepts of decision patterns and performance intelligence, Vivek Kale has written another important book on the issues faced by contemporary organizations."—Gary Cokins, author of Predictive Business Analytics and Performance Management: Integrating Strategy Execution, Methodologies, Risk, and Analytics Enterprise Performance Intelligence and Decision Patterns unravels the mystery of enterprise performance intelligence (EPI) and explains how it can transform the operating context of business enterprises. It provides a clear understanding of what EPI means, what it can do, and application areas where it is practical to use. The need to be responsive to evolving customer needs and desires creates organizational structures where business intelligence (BI) and decision making is pushed out to operating units that are closest to the scene of the action. Closed-loop decision making resulting from a combination of on-going performance management with on-going BI can lead to an effective responsive enterprise; hence, the need for performance intelligence (PI). This pragmatic book: Introduces the technologies such as data warehousing, data mining, analytics, and business intelligence systems that are a first step toward enabling data-driven enterprises. Details decision patterns and performance decision patterns that pave the road for performance intelligence applications. Introduces the concepts, principles, and technologies related to performance measurement systems. Describes the concepts and principles related to balance scorecard systems (BCS). Introduces aspects of performance intelligence for the real-time enterprises. Enterprise Performance Intelligence and Decision Patterns shows how a company can design and implement instruments ranging from decision patterns to PI systems that can enable continuous correction of business unit behavior so companies can enhance levels of productivity and profitability.




Sommario

1. Data-Driven Performance1.1. Agile Enterprises1.2. Data-Driven Performance Management1.3. Summary2. Aligning Business and IT Strategy2.1. Business Strategy2.2. Information Technology and Information Systems (IT/IS) 22I. Genesis of Performance Intelligence3. Decision Support Systems3.1. Decisions3.2. Decision-Making Process3.3. Decision-Making Techniques3.4. Decision Support SystemsII. Road to Performance Intelligence4. Database Systems4.1. Database Management System4.2. Database Models4.3. Database Components4.4. Summary5. Data Warehousing Systems5.1. Relevant Database Concepts5.2. Data Warehouse5.3. Data Warehouse Architecture6. Data Mining Systems6.1. Data Mining6.2. Data Mining Applications6.3. Data Mining Analysis6.4. CRISP-DM Methodology7. Analytics Systems7.1. Analytics7.2. Data Science Techniques7.3. Snapshot of Data Analysis Techniques and Tasks8. Business Intelligence Systems8.1. Concept of Business Intelligence8.2. Business Intelligence8.3. Benefits of BI8.4. Technologies of BI8.5. Applications of BIIII. Performance Intelligence9. Decision Patterns9.1. Concept of Patterns9.2. Domain-Specific Decision Patterns9.3. Summary10. Performance Decision Patterns10.1. Performance10.2. Cost Performance Drivers10.3. Non-cost Performance Drivers11. Performance Intelligence11.1. Performance Intelligence11.2. PI Methodology11.3. Agile Principles11.4. PI Delivery FrameworkIV. Performance Intelligence Applications12. Performance Intelligence Systems12.1. Performance Measurement System12.2. Corporate Performance Management Framework12.3. CPM Software12.4. CPM Project Enablers13. Balance Scorecard Systems13.1. Balance Scorecard (BSC)14. Performance Intelligence for Real-Time Enterprises14.1. Real-Time Enterprise14.2. Real-Time Performance Measurement14.3. Events. 14.4. Reference Architecture. 14.5. Financial Metrics14.6. Operational Metrics




Autore

Vivek Kale has more than two decades of professional IT experience during which he has handled and consulted on various aspects of enterprise-wide information modeling, enterprise architectures, business process redesign, and, e-business architectures. He has been CIO of Essar Group, the steel/oil and gas major of India, as well as, Raymond Ltd., the textile and apparel major of India. He is a seasoned practitioner in transforming the business of IT, facilitating business agility and enabling the Process Oriented Enterprise. He is the author of Implementing SAP CRM: The Guide for Business and Technology Managers, Chapman & Hall (2014) and Guide to Cloud Computing for Business and Technology Managers: From Distributed Computing to Cloudware Applications, Chapman & Hall (2015).










Altre Informazioni

ISBN:

9781498784696

Condizione: Nuovo
Dimensioni: 9.25 x 6.25 in Ø 1.20 lb
Formato: Copertina rigida
Illustration Notes:50 b/w images
Pagine Arabe: 262
Pagine Romane: xxvi


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