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Modeling Business Strategy
For Business-IT Alignment




Presented by: Constantinos Giannoulis



Supervised by: Paul Johannesson and Jelena Zdravkovic
Stockholm University, Department of Computer and System Sciences (DSV)




02/12/2011      © Giannoulis
Overview
● Business-IT Alignment
● Problem, Goal
● Research Methodology
● Contribution
● Conclusions & Future Work




02/12/2011   © Giannoulis
Business-IT Alignment




02/12/2011   © Giannoulis
Business-IT Alignment
● Integration of business and IT
● Business strategy & IT strategy
● Fit between business needs and IT priorities
● Long time commitment & planning
             with impact on IT planning
● Focused use of IT: improved performance


                Communication of strategy is linked
                  to successful implementation




02/12/2011    © Giannoulis
“Great people want to
feel like impact players.
Put simply, great
people want to feel
like they're part of
something greater
than themselves” —
they want to become, to
use a favorite Jobs
phrase, "insanely great.“
Business-IT Alignment
●   Early definitions call for IT Strategy
              (Henderson & Venkatraman, 1989 & 1993)

●   More recently, definitions call for IT in general; no IT Strategy
    expected
              (Luftman et al, 1999)

●   Lately, goals were introduced;
     ●       ”business and IT working together to reach a common goal”
              (Campbell, 2005)

     ●       Business goals and IT goals
              (Abraham, 2006)(Singh & Woo, 2009)




02/12/2011      © Giannoulis
Business-IT Alignment

                     …”the linkage between the goals
                   of the business and the goals of IT.”
                                  (Abraham, 2006)



•   No IT strategy formulation required
•   Goals focus on the Whys and the Hows




02/12/2011   © Giannoulis
Problem & Goal




02/12/2011   © Giannoulis
Problem Space


      Business              IT




02/12/2011   © Giannoulis
Problem Space


   Business                 Alignment   IT




02/12/2011   © Giannoulis
Problem Space


   Business                 Alignment                 IT
                             GQM+Strategies   Enterprise Models
                                              • Process Models
                                              • Requirements Models
                                 INSTAL       • ...


                                 B-SCP
                                                       ...
                                   ...




02/12/2011   © Giannoulis
Problem Space
●   Shortcomings of existing alignment methods
     – Most are rooted in IT and not Strategic Management
     – Criticized of being unrealistic and mechanistic;
         dynamic business vs. static IT
     – Business insights not properly disseminated to IT and
         business strategy formulations liberally used
●   In specific domains, like Requirements Engineering
     – Focus on a particular IT aspect missing business considerations
     – Focus on managerial concerns not dealing with low level
         requirements
     – Only a few semi-formal 1..1 mappings exist
●   Different communication means and formalisms used
     – Business: natural language-based, schematic representations
     – IT: clearly defined models with precise descriptions
                            Alignment is still an open problem




02/12/2011   © Giannoulis
Research Problem
Business strategy
● remains unknown to IT—an understanding gap
● changes are not traceable to IT
      – thus alignment of business goals against IT actions
         and results cannot be evaluated
● needs to provide insights to IT and relate to enterprise
             models to trace decisions, actions, and artifacts




02/12/2011     © Giannoulis
Research Problem
Addressing the understanding gap relies on a *..*
      relationship between business strategy and
      enterprise models
      – How is business strategy formulated?
      – Which alignment method is chosen pointing
         to distinct enterprise models?




02/12/2011   © Giannoulis
Research Problem


   Business                  Alignment            IT
                                         Enterprise Models
       Strategy Maps            GQM
                                         • Process Models
                                         • Requirements Models
        Value Chain             INSTAL   • ...



   Blue Ocean Strategy          B-SCP
                                                   ...
             ...                  ...




02/12/2011    © Giannoulis
Research Problem
● From *..* to 1..*
      – A common business strategy formulation interface
         towards multiple enterprise models
● The understanding gap remains as different communication
          means and formalisms used
      – Business strategy: natural language-based, schematic
          representations, lack precise descriptions, not
          appropriate for mappings that enable for automatic or
          semi-automatic traceability
      – IT: clearly defined models with precise descriptions in the
          forms of conceptual models, meta-models, ontology,
          etc.
● Business strategy formulations need to be described in a
             form similar to enterprise models.



02/12/2011     © Giannoulis
Research Problem & Research Goal

Research question:
 How can business strategy formulations be formalized?
      – Users? IT
      – Purpose of use? Manual, semi-automatic, & automatic



Research goal:
 To build both the meta-models of prevalent business
  strategy formulations as well as their ontologies.




02/12/2011   © Giannoulis
Research Methodology




02/12/2011   © Giannoulis
Research Paradigm
● Business-IT Alignment lies within IS
● Within IS research:
    Behavioral science vs Design science
             (justified theory vs effective artifacts)
● Why Design Science?
      – Problem Solving
         No formalization of prevalent business strategy
         formulations exist
      – Building artifacts
         Meta-models and reference ontology
      – Artifacts include both formalizing business strategy (the
        process) and the formalization itself (the design)
● Process: Design Science Research Framework



02/12/2011     © Giannoulis
Research Process: Awareness of Problem

Research question:
    How can business strategy formulations be formalized?
      – Users? IT
      – Purpose of use? Manual, semi-automatic, & automatic

Research goal:
    To build both the meta-models of prevalent business
       strategy formulations as well as their ontologies.
      – Appropriate formalizations
      – Input relevance and coverage: prevalent business
        strategy formulations



02/12/2011   © Giannoulis
Research Process: Awareness of Problem
●   Why Meta-models?                                 ●   Why Ontology?
      –      Manual/semi-automated use                    –   Allows fully-automated use
      –      Exist for most enterprise models             –   Can be derived from a meta-model
             (mappings)                                       also serving as a validation
      –      Support model integration,                       mechanism
      –      Can be tranformed into ontology,             –   Captures the business strategy
      –      Well established within IS                       formulation as a domain (reference
                                                              ontology)
●   Why UML?                                         ●   Why Telos?
      –      Widely accepted for conceptualization        –   Simple and expressive syntax
             of models and meta-models
                                                          –   Tool support on model consistency
                                                              checking

                                                     ●   Why OWL?
                                                          –   Tool support
                                                          –   More widely accepted
                                                          –   Standard tranformation rules from
                                                              UML exist
                                                          –   Allows for advanced reasoning by
                                                              checking for ontology satisfiability
                                                          –   Supports ontology integration




02/12/2011        © Giannoulis
Research Process: Awareness of Problem

Input relevance and coverage
                                  Selection based on:
Business Strategy formulations:   ●   Relevance to alignment
                                  ●   Applicability
●     Miles & Snow Typology       ●   Strategic planning coverage
●     The Value Chain                  – Resource-based view
                                       – Industrial organization
●     The Value Shop                   – Schumpeterian
●     The Value Network           ●   Value Configuration

●     Blue Ocean Strategy              – Relevant within alignment
                                       – Most influential work in
●     Strategy Maps                      business strategy

●     Balanced Scorecards         ●   SMBSC
                                       – Relevant within alignment
                                       – Covers strategic planning
                                       – Widely accepted


    02/12/2011   © Giannoulis
Research Process: Suggestion
● Requirements for the research goal’s achievement are
              based on theoretical analysis because
      – Artifacts are novel thus it is unclear how to use them
          in practice making empirical studies not feasible
      – It is not bounded by any single case or social context
● Artifact requirements
      –      Utility (if it works)
      –      Fidelity with real world phenomena
      –      Completeness (level of detail)
      –      Robustness
      –      Internal consistency



02/12/2011      © Giannoulis
Research Process: Development & Evaluation

SMBSC                          Value Configuration
● Literature (Formulation &    ● Literature (Formulation &
   Applications)                 Applications)
● Meta-model in UML            ● Meta-model in UML
● Formalization in             ● Formalization in
              Telos & OWL            Telos & OWL
● Evaluation using an          ● Evaluation using an
   industrial case scenario      industrial case scenario
   (ABB Printing Services)       (Norwegian Police)




 02/12/2011     © Giannoulis
Research Process: Development & Evaluation

SMBSC
Strategy Maps                          Balanced Scorecards
     – Four organizational                –   Objectives
       perspectives of Balanced
       Scorecards (BSC)                   –   Measures
         • financial                      –   Targets
         • customer
                                          –   Actions
         • internal
         • learning and growth
     – Both external & internal (all
       business activities)
     – Structure: Cause-effect
       links/assumptions
     – Build top-down (causality is
       bottom-up)
     – Communicate direction and
       priorities




 02/12/2011   © Giannoulis
Research Process: Development




                                SMBSC




02/12/2011   © Giannoulis
Research Process:
Development                       The SMBSC Meta-model

                            ●   Includes all elements of

                                SMBSC

                            ●   Generalizes some elements

                                for applicability (Groups)

                            ●   Introduces explicitly user

                                defined groups and

                                perspectives

                            ●   Separates classes and

                                instances (application)

                            ●   Includes constraints

                                expressed in a structured

                                manner



02/12/2011   © Giannoulis
Research Process: Development & Evaluation




                                   SMBSC in OWL




02/12/2011   © Giannoulis
Research Process: Development & Evaluation
                                SMSBC in OWL
                                (ABB Printing Services)




02/12/2011   © Giannoulis
Research Process: Development & Evaluation




                               SMBSC in Telos




02/12/2011   © Giannoulis
Research Process: Development & Evaluation
                               SMSBC in Telos
                              (ABB Printing Services)




02/12/2011   © Giannoulis
Research Process: Evaluation
Based on the artifact requirements:
●   For utility and fidelity, the descriptive evaluation method of the
             ”informed argument” was used by demonstrating applicability
             through artifact instantiations using real published cases
●   For completeness, the artifacts’ level of detail were evaluated
             against the knowledgebase including the original authors’
             specifications and additional published applications
●   For robustness and internal consistency, established transformation
             rules of UML to OWL were employed, similarly, clearly defined
             rules for Telos; also ontologies in OWL were checked for
             internal consistensy using reasoning tools



02/12/2011     © Giannoulis
Research Process: Conclusion
The results of the iterative development and evaluation
       phases of the research process were disseminated in
       the following communities
● 3rd Working Conference on the Practice of Enterprise
             Modeling (PoEM 2010)
● 5th IEEE International Conference on Research
             Challenges in Information Science (RCIS 2011)
● 6th International Workshop on BUSiness/IT Alignment
             and Interoperability (BUSITAL 2011)




02/12/2011    © Giannoulis
Contribution




02/12/2011   © Giannoulis
Contribution
Novelty in the process and the product
●   Formalizing SMBSC and Value Configuration (the process)
      – raised questions not otherwised asked
      – discovery of constraints and properties for the meta-models
●   Build their meta-model in UML and their reference ontologies in
             Telos & OWL (the products)
      – Clear and unambiguous abstract syntax of the business strategy
         formulations was built
      – Expression and analysis of the formulations is supported by the
         tools that equip the languages used
      – Other operations usefull within the scope of the work can now
         be supported
      – Diffusion and reusability of the meta-models are enhanced




02/12/2011     © Giannoulis
Contribution levels in Design Science
●   Level 1—Specific artifact instantiations
      – Instantiations of the SMBSC and Value Configuration meta-
          models, as well as instantiations of their reference ontologies
●   Level 2— Design principles (e.g. models and methods)
      – The process followed to formalize SMBSC and Value
         Configuration can be used as an example method to be
         followed for other business strategy formulations
      – The products (SMBSC and Value Configuration meta-models
         and their ontologies) allow for:
         • Mappings to enterprise models
         • Complementing existing alignment methods substituting the
                 liberal use of business strategy or even enriching the
                 ambiguous use of SMBSC and Value Configuration
         • The progressive unification of business strategy
                 formulations




02/12/2011   © Giannoulis
Conclusions & Future Work




02/12/2011   © Giannoulis
Conclusions

Research question:
 How can business strategy formulations be formalized?




Research goal:
 To build both the meta-models of prevalent business
  strategy formulations as well as their ontologies.




02/12/2011   © Giannoulis
Conclusions

Formalization of:                  ●   Consistency between sources and

                                             artifacts
● SMBSC
                                   ●   Correct artifact instantiation
    – Into a meta-model in UML
    – Into reference ontology in   ●   Unseen questions were raised,
      OWL & Telos                            properties & constraints
● Value Configuration                        were discovered
    – Into a meta-model in UML     ●   Clear & unambiguous artifact syntax
    – Into reference ontology in
                                   ●   Additional operations (model
      OWL & Telos
                                             integration, mappings, etc.)

                                   ●   Address the understanding gap

                                   ●   Complement alignment methods




02/12/2011   © Giannoulis
Future work
● Formalize and integrate more business strategy
             formulations
● Unify business strategy formulations (UBSMM)
      – Validate UBSMM with cases
      – Map and evaluate how UBSMM can
         support/complement alignment methods
● Map to business process models, and other enterprise
             models
      – For RE, map and evaluate how goal modeling
         languages (i*, KAOS, BMM, etc.) can express
         business strategy using UBSMM



02/12/2011    © Giannoulis
Research Problem
● Analogy in basketball
      – 1 coach: strategist, overall decision maker
      – 5 players: different roles, concerns, perspectives,
         operational decision makers
      – Must speak the same ”basketball language”
      – Must be aligned
      – Understanding gap = failure!




02/12/2011   © Giannoulis
Research Problem & Research Goal

     Coach                   Basketball
                                                  Players (IT)
   (Business)                Alignment
    Off-court offensive                            In-game offensive
         strategy              Model driven
                                                        systems
   Off-court defensive
         strategy                                 In-game defensive
                              Oral instructions
     Referee handling                                  systems
         strategy

             ...                     ...                  ...




02/12/2011    © Giannoulis
Questions




02/12/2011   © Giannoulis

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Modeling Business Strategy for Business-IT Alignment

  • 1. Modeling Business Strategy For Business-IT Alignment Presented by: Constantinos Giannoulis Supervised by: Paul Johannesson and Jelena Zdravkovic Stockholm University, Department of Computer and System Sciences (DSV) 02/12/2011 © Giannoulis
  • 2. Overview ● Business-IT Alignment ● Problem, Goal ● Research Methodology ● Contribution ● Conclusions & Future Work 02/12/2011 © Giannoulis
  • 4. Business-IT Alignment ● Integration of business and IT ● Business strategy & IT strategy ● Fit between business needs and IT priorities ● Long time commitment & planning with impact on IT planning ● Focused use of IT: improved performance Communication of strategy is linked to successful implementation 02/12/2011 © Giannoulis
  • 5. “Great people want to feel like impact players. Put simply, great people want to feel like they're part of something greater than themselves” — they want to become, to use a favorite Jobs phrase, "insanely great.“
  • 6. Business-IT Alignment ● Early definitions call for IT Strategy (Henderson & Venkatraman, 1989 & 1993) ● More recently, definitions call for IT in general; no IT Strategy expected (Luftman et al, 1999) ● Lately, goals were introduced; ● ”business and IT working together to reach a common goal” (Campbell, 2005) ● Business goals and IT goals (Abraham, 2006)(Singh & Woo, 2009) 02/12/2011 © Giannoulis
  • 7. Business-IT Alignment …”the linkage between the goals of the business and the goals of IT.” (Abraham, 2006) • No IT strategy formulation required • Goals focus on the Whys and the Hows 02/12/2011 © Giannoulis
  • 9. Problem Space Business IT 02/12/2011 © Giannoulis
  • 10. Problem Space Business Alignment IT 02/12/2011 © Giannoulis
  • 11. Problem Space Business Alignment IT GQM+Strategies Enterprise Models • Process Models • Requirements Models INSTAL • ... B-SCP ... ... 02/12/2011 © Giannoulis
  • 12. Problem Space ● Shortcomings of existing alignment methods – Most are rooted in IT and not Strategic Management – Criticized of being unrealistic and mechanistic; dynamic business vs. static IT – Business insights not properly disseminated to IT and business strategy formulations liberally used ● In specific domains, like Requirements Engineering – Focus on a particular IT aspect missing business considerations – Focus on managerial concerns not dealing with low level requirements – Only a few semi-formal 1..1 mappings exist ● Different communication means and formalisms used – Business: natural language-based, schematic representations – IT: clearly defined models with precise descriptions Alignment is still an open problem 02/12/2011 © Giannoulis
  • 13. Research Problem Business strategy ● remains unknown to IT—an understanding gap ● changes are not traceable to IT – thus alignment of business goals against IT actions and results cannot be evaluated ● needs to provide insights to IT and relate to enterprise models to trace decisions, actions, and artifacts 02/12/2011 © Giannoulis
  • 14. Research Problem Addressing the understanding gap relies on a *..* relationship between business strategy and enterprise models – How is business strategy formulated? – Which alignment method is chosen pointing to distinct enterprise models? 02/12/2011 © Giannoulis
  • 15. Research Problem Business Alignment IT Enterprise Models Strategy Maps GQM • Process Models • Requirements Models Value Chain INSTAL • ... Blue Ocean Strategy B-SCP ... ... ... 02/12/2011 © Giannoulis
  • 16. Research Problem ● From *..* to 1..* – A common business strategy formulation interface towards multiple enterprise models ● The understanding gap remains as different communication means and formalisms used – Business strategy: natural language-based, schematic representations, lack precise descriptions, not appropriate for mappings that enable for automatic or semi-automatic traceability – IT: clearly defined models with precise descriptions in the forms of conceptual models, meta-models, ontology, etc. ● Business strategy formulations need to be described in a form similar to enterprise models. 02/12/2011 © Giannoulis
  • 17. Research Problem & Research Goal Research question: How can business strategy formulations be formalized? – Users? IT – Purpose of use? Manual, semi-automatic, & automatic Research goal: To build both the meta-models of prevalent business strategy formulations as well as their ontologies. 02/12/2011 © Giannoulis
  • 19. Research Paradigm ● Business-IT Alignment lies within IS ● Within IS research: Behavioral science vs Design science (justified theory vs effective artifacts) ● Why Design Science? – Problem Solving No formalization of prevalent business strategy formulations exist – Building artifacts Meta-models and reference ontology – Artifacts include both formalizing business strategy (the process) and the formalization itself (the design) ● Process: Design Science Research Framework 02/12/2011 © Giannoulis
  • 20. Research Process: Awareness of Problem Research question: How can business strategy formulations be formalized? – Users? IT – Purpose of use? Manual, semi-automatic, & automatic Research goal: To build both the meta-models of prevalent business strategy formulations as well as their ontologies. – Appropriate formalizations – Input relevance and coverage: prevalent business strategy formulations 02/12/2011 © Giannoulis
  • 21. Research Process: Awareness of Problem ● Why Meta-models? ● Why Ontology? – Manual/semi-automated use – Allows fully-automated use – Exist for most enterprise models – Can be derived from a meta-model (mappings) also serving as a validation – Support model integration, mechanism – Can be tranformed into ontology, – Captures the business strategy – Well established within IS formulation as a domain (reference ontology) ● Why UML? ● Why Telos? – Widely accepted for conceptualization – Simple and expressive syntax of models and meta-models – Tool support on model consistency checking ● Why OWL? – Tool support – More widely accepted – Standard tranformation rules from UML exist – Allows for advanced reasoning by checking for ontology satisfiability – Supports ontology integration 02/12/2011 © Giannoulis
  • 22. Research Process: Awareness of Problem Input relevance and coverage Selection based on: Business Strategy formulations: ● Relevance to alignment ● Applicability ● Miles & Snow Typology ● Strategic planning coverage ● The Value Chain – Resource-based view – Industrial organization ● The Value Shop – Schumpeterian ● The Value Network ● Value Configuration ● Blue Ocean Strategy – Relevant within alignment – Most influential work in ● Strategy Maps business strategy ● Balanced Scorecards ● SMBSC – Relevant within alignment – Covers strategic planning – Widely accepted 02/12/2011 © Giannoulis
  • 23. Research Process: Suggestion ● Requirements for the research goal’s achievement are based on theoretical analysis because – Artifacts are novel thus it is unclear how to use them in practice making empirical studies not feasible – It is not bounded by any single case or social context ● Artifact requirements – Utility (if it works) – Fidelity with real world phenomena – Completeness (level of detail) – Robustness – Internal consistency 02/12/2011 © Giannoulis
  • 24. Research Process: Development & Evaluation SMBSC Value Configuration ● Literature (Formulation & ● Literature (Formulation & Applications) Applications) ● Meta-model in UML ● Meta-model in UML ● Formalization in ● Formalization in Telos & OWL Telos & OWL ● Evaluation using an ● Evaluation using an industrial case scenario industrial case scenario (ABB Printing Services) (Norwegian Police) 02/12/2011 © Giannoulis
  • 25. Research Process: Development & Evaluation SMBSC Strategy Maps Balanced Scorecards – Four organizational – Objectives perspectives of Balanced Scorecards (BSC) – Measures • financial – Targets • customer – Actions • internal • learning and growth – Both external & internal (all business activities) – Structure: Cause-effect links/assumptions – Build top-down (causality is bottom-up) – Communicate direction and priorities 02/12/2011 © Giannoulis
  • 26. Research Process: Development SMBSC 02/12/2011 © Giannoulis
  • 27. Research Process: Development The SMBSC Meta-model ● Includes all elements of SMBSC ● Generalizes some elements for applicability (Groups) ● Introduces explicitly user defined groups and perspectives ● Separates classes and instances (application) ● Includes constraints expressed in a structured manner 02/12/2011 © Giannoulis
  • 28. Research Process: Development & Evaluation SMBSC in OWL 02/12/2011 © Giannoulis
  • 29. Research Process: Development & Evaluation SMSBC in OWL (ABB Printing Services) 02/12/2011 © Giannoulis
  • 30. Research Process: Development & Evaluation SMBSC in Telos 02/12/2011 © Giannoulis
  • 31. Research Process: Development & Evaluation SMSBC in Telos (ABB Printing Services) 02/12/2011 © Giannoulis
  • 32. Research Process: Evaluation Based on the artifact requirements: ● For utility and fidelity, the descriptive evaluation method of the ”informed argument” was used by demonstrating applicability through artifact instantiations using real published cases ● For completeness, the artifacts’ level of detail were evaluated against the knowledgebase including the original authors’ specifications and additional published applications ● For robustness and internal consistency, established transformation rules of UML to OWL were employed, similarly, clearly defined rules for Telos; also ontologies in OWL were checked for internal consistensy using reasoning tools 02/12/2011 © Giannoulis
  • 33. Research Process: Conclusion The results of the iterative development and evaluation phases of the research process were disseminated in the following communities ● 3rd Working Conference on the Practice of Enterprise Modeling (PoEM 2010) ● 5th IEEE International Conference on Research Challenges in Information Science (RCIS 2011) ● 6th International Workshop on BUSiness/IT Alignment and Interoperability (BUSITAL 2011) 02/12/2011 © Giannoulis
  • 34. Contribution 02/12/2011 © Giannoulis
  • 35. Contribution Novelty in the process and the product ● Formalizing SMBSC and Value Configuration (the process) – raised questions not otherwised asked – discovery of constraints and properties for the meta-models ● Build their meta-model in UML and their reference ontologies in Telos & OWL (the products) – Clear and unambiguous abstract syntax of the business strategy formulations was built – Expression and analysis of the formulations is supported by the tools that equip the languages used – Other operations usefull within the scope of the work can now be supported – Diffusion and reusability of the meta-models are enhanced 02/12/2011 © Giannoulis
  • 36. Contribution levels in Design Science ● Level 1—Specific artifact instantiations – Instantiations of the SMBSC and Value Configuration meta- models, as well as instantiations of their reference ontologies ● Level 2— Design principles (e.g. models and methods) – The process followed to formalize SMBSC and Value Configuration can be used as an example method to be followed for other business strategy formulations – The products (SMBSC and Value Configuration meta-models and their ontologies) allow for: • Mappings to enterprise models • Complementing existing alignment methods substituting the liberal use of business strategy or even enriching the ambiguous use of SMBSC and Value Configuration • The progressive unification of business strategy formulations 02/12/2011 © Giannoulis
  • 37. Conclusions & Future Work 02/12/2011 © Giannoulis
  • 38. Conclusions Research question: How can business strategy formulations be formalized? Research goal: To build both the meta-models of prevalent business strategy formulations as well as their ontologies. 02/12/2011 © Giannoulis
  • 39. Conclusions Formalization of: ● Consistency between sources and artifacts ● SMBSC ● Correct artifact instantiation – Into a meta-model in UML – Into reference ontology in ● Unseen questions were raised, OWL & Telos properties & constraints ● Value Configuration were discovered – Into a meta-model in UML ● Clear & unambiguous artifact syntax – Into reference ontology in ● Additional operations (model OWL & Telos integration, mappings, etc.) ● Address the understanding gap ● Complement alignment methods 02/12/2011 © Giannoulis
  • 40. Future work ● Formalize and integrate more business strategy formulations ● Unify business strategy formulations (UBSMM) – Validate UBSMM with cases – Map and evaluate how UBSMM can support/complement alignment methods ● Map to business process models, and other enterprise models – For RE, map and evaluate how goal modeling languages (i*, KAOS, BMM, etc.) can express business strategy using UBSMM 02/12/2011 © Giannoulis
  • 41. Research Problem ● Analogy in basketball – 1 coach: strategist, overall decision maker – 5 players: different roles, concerns, perspectives, operational decision makers – Must speak the same ”basketball language” – Must be aligned – Understanding gap = failure! 02/12/2011 © Giannoulis
  • 42. Research Problem & Research Goal Coach Basketball Players (IT) (Business) Alignment Off-court offensive In-game offensive strategy Model driven systems Off-court defensive strategy In-game defensive Oral instructions Referee handling systems strategy ... ... ... 02/12/2011 © Giannoulis
  • 43.
  • 44. Questions 02/12/2011 © Giannoulis