Enterprise�Architecture & �The future world
…
Edzo A. Botjes @ University of Utrecht�2024-06-18
Index.md
Objective of today / topics to tackle
Trends
Enterprise Architecture
Share insights
Open Dialogue
Intro (10m)
PESTEL (40m)
Enterprise Architecture (25m)
Bonus (20m)
2024-06 @ UU
Enterprise Architecture
3
ME
4
Research
Share
Apply
Multiple whitepapers�Thesis/IEEE ~6.000 reads�40+ Blogs�Quoted in Books and Theses
Consultancy for �7 Sectors,
40+ Clients,
50+ Assignments�Infra to business strategy
1992 - 2006 your IT guy
2006 - 2020 Sogeti
2021 - 2023 Xebia
2024 - Self Employed
PhD Student Cyber Resilience 2021 - tbd
MSc Enterprise Architecture 2020
BSc Business Information Systems 2006
ASc Computer Science 2003
Edzo Botjes
@Edzob
(.com, LinkedIn, Twitter)
Organisational Resilience
Antifragility Architect
Trusted Advisor
Cyber Resilience
Enterprise Security Architecture
Enterprise Architecture
Cyber Security & Cyber Resilience
Organization Transformation
2024-06 @ UU
Enterprise Architecture
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Consultant @ Xebia�2021 - 2023
Consultant @ Sogeti�2006 - 2020
Internships�2005-2006
Edzo Botjes
@Edzob
(.com, LinkedIn, Twitter)
Organisational Resilience
Antifragility Architect
Trusted Advisor
2024-06 @ UU
Enterprise Architecture
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ART
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Enterprise Architecture
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Organisations
YOU
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Enterprise Architecture
PESTLE
PESTEL
Management > strategic management > Environmental scanning > Macro-Environment > PESTEL
https://www.flaticon.com/packs/election-13 created by Wichai.wi
https://www.flaticon.com/packs/business-dual-color-glyph-set-4 by popcornarts
https://www.flaticon.com/packs/economy-235 by Yuly Gutiérrez
https://www.flaticon.com/packs/financial-planning-18 by Dewi Sari
https://www.flaticon.com/packs/world-environment-day-5 by Freepik
https://www.flaticon.com/packs/actuary-4 by juicy_fish
https://libguides.ithaca.edu/pestel
https://www.worcester.ac.uk/documents/PESTLE-Analysis.pdf
https://en.wikipedia.org/wiki/PEST_analysis#Variants
https://en.wikipedia.org/wiki/Market_environment#Environmental_scanning
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Political
Economical
Socio-cultural
Technological
Environmental
Legal
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Enterprise Architecture
PESTEL - Exercise
Management > strategic management > Environmental scanning > Macro-Environment > PESTEL
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Political
Economical
Socio-cultural
Technological
Environmental
Legal
Step 1 - group up (1 min)�Step 2 - individual 3 trend keywords per P.E.S.T.E.L (5 min = 45 sec per letter)
Step 3 - combine and group (5 min)
Step 4 - Elaborate for questions/ clarification (10 min)
Step 5 - Dot-Vote (3 pp) to determine top 3 per P.E.S.T.E.L (10 min)
Step 6 - Reflect as class (10 min)
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Enterprise Architecture
Whiteboard
https://docs.google.com/spreadsheets/d/16toLmAeXukVylW1KP7E9qezwmOMwDk3yx0ri47H2ZWE
Google Spreadsheet
No login required. Free to edit
2024-06 @ UU
Enterprise Architecture
The business relevance
Increased EU (GDPR, NIS2, CRA & DORA, RED, MDR, PLD, DMA, DSA, …) and there is also US law, Executive Order, …
These regulations address risk management and cyber security of the environment, supply chain and the internals of the organisation on people, process and technology level from also the people, process and technology perspective.
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Hidden Slide
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Enterprise Architecture
National Risk Assessment (NRA) 2022
By National Network of Safety and Security Analysts
https://www.government.nl/topics/security-strategy-for-the-kingdom-of-the-netherlands/documents/reports/2022/09/26/national-risk-assessment-of-the-kingdom-of-the-netherlands-2022
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Hidden Slide
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Enterprise Architecture
Gartner 2024 - Strategic Technology Trends
https://www.gartner.com/en/articles/gartner-top-10-strategic-technology-trends-for-2024
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Hidden Slide
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Enterprise Architecture
S&P Global - Special Reports: Look-forward
https://www.spglobal.com/en/research-insights/special-reports/look-forward
https://www.spglobal.com/en/research-insights/market-insights/geopolitical-risk
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Geopolitical Risk
Hidden Slide
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European Strategy and Policy Analysis System
Welcome to 2030 - The mega trends
https://ec.europa.eu/assets/epsc/pages/espas/chapter1.html
https://economy-finance.ec.europa.eu/economic-forecast-and-surveys/economic-forecasts/winter-2024-economic-forecast-delayed-rebound-growth-amid-faster-easing-inflation_en
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Hidden Slide
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Accenture Macro Foresight 2024
https://www.accenture.com/content/dam/accenture/final/accenture-com/document-2/Accenture-Strategy-Macro-Foresight-Brief-January-2024.pdf
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Hidden Slide
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Enterprise Architecture
BCG CEO Outlook 2023
https://www.bcg.com/publications/2023/ceo-outlook-navigating-the-road-ahead
Hidden Slide
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Enterprise Architecture
KPMG DE - Global Economic Outlook
https://kpmg.com/de/en/home/insights/2022/04/global-economic-outlook.html
Hidden Slide
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Enterprise Architecture
KPMG CEO Outlook 2023
https://kpmg.com/xx/en/home/insights/2023/09/kpmg-global-ceo-outlook-survey.html
Hidden Slide
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Enterprise Architecture
Finding the future at Burning Man
https://www.rollingstone.com/culture-council/articles/finding-future-at-burning-man-1234863238/
Hidden Slide
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World Economic Forum
shifting from prediction to foresight // Systemic disruption marks the end of trends
https://www.weforum.org/agenda/2024/05/prediction-foresight-planning-future-disruption/
Hidden Slide
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BREAK
Enterprise - What do we know
Did you touch upon what is an Enterprise ?
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What is an enterprise
Into social theory reflecting on what you all shared in the introduction.
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What is an enterprise
Into language theory reflecting on what you all shared in the introduction.
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Organisational layers and sorts of production
ietz, J. L. G., & Mulder, H. B. F. (2020, April). Enterprise ontology: A human-centric approach to understanding the essence of organisation (1st ed.). Springer �doi: 10.1007/978-3-030-38854-6 https://link.springer.com/book/10.1007/978-3-030-38854-6
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Enterprise Architecture
Organisation
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Environment
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Organisation
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If an organisation is purposeful, �and it is intentionally designed �then the organisation design plays an important role, �else there is no intention and no purpose.
An enterprise is an intentionally created
cooperative of human beings
with a certain societal purpose.
Dietz et al, 2013
… enterprises aims �to fulfil or address certain (perceived) wants and needs �of (certain) societal member of society at large �by delivering products and/or services.
Hoogervorst, 2017
Daft et al, 2010
Environment
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Enterprise Architecture
Why does this matter?
Conway’s Law is Social Act theory by Habermas
IF an enterprise is a cooperation of people, with a certain purpose, �THEN our collaboration determines the data in our systems.��
THEN organisation design plays an important
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This is not easy!
There be dragons!
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A story on reality
https://en.wikipedia.org/wiki/The_School_of_Athens
https://en.wikipedia.org/wiki/The_School_of_Athens
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https://en.wikipedia.org/wiki/Allegory_of_the_cave
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Perspective and information
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Perspective and information
https://twitter.com/TanMohammedMD/status/1337865483446587392
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Perspective and information
https://en.wikipedia.org/wiki/Rabbit%E2%80%93duck_illusion�https://scitechconnect.elsevier.com/lessons-from-the-dress-the-fundamental-ambiguity-of-visual-perception�
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Reflections and information
https://twitter.com/NicoleBeckwith/status/1277236284470280195/photo/1
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Visualisation and information
https://twitter.com/jimhejl/status/1452814882701824001
https://twitter.com/AkiyoshiKitaoka/status/1568102162064113669
https://www.ritsumei.ac.jp/~akitaoka/index-e.html
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Enterprise Architecture
Visualisation and information
https://x.com/AkiyoshiKitaoka/status/1783764771130785985
https://x.com/AkiyoshiKitaoka/status/1783765416286040153
https://www.ritsumei.ac.jp/~akitaoka/index-e.html
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Reflections and information
https://writing.exchange/@XanIndigo/109966588561594572
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#938DBB
Screenshot�Colorpick
https://writing.exchange/@XanIndigo/109966588561594572
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Rotating Snakes https://www.ritsumei.ac.jp/~akitaoka/index-e.html
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https://upload.wikimedia.org/wikipedia/commons/a/a3/Magniphy8x51ms.gif
https://en.wikipedia.org/wiki/Phi_phenomenon
https://www.linkedin.com/posts/rafaelgiraldotenorio_entarch-activity-6681201385402376192-4MNK
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The map is not the territory
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Observation of �reality is broken
Subjective Chaos
https://twitter.com/AkiyoshiKitaoka/status/1784009348177604803?t=2AzN2jjLP0cRKIVuyHLSaA�https://en.wikipedia.org/wiki/Rabbit%E2%80%93duck_illusion�https://scitechconnect.elsevier.com/lessons-from-the-dress-the-fundamental-ambiguity-of-visual-perception�
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Definition of chaos by Lorenz
‘When the present determines the future, �but the approximate present �does not approximately determine the future.‘
https://en.wikipedia.org/wiki/Edward_Norton_Lorenz
Lorenz, Edward Norton. 1963. “Deterministic Nonperiodic Flow.” Journal of the atmospheric sciences 20(2): 130–41. �doi:10.1175/1520-0469(1963)020<0130:DNF>2.0.CO;2.
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Edward Lorenz�May 23, 1917 – April 16, 2008
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Subjective Reality �Leads to�Subjective Chaos
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So what about objective reality?
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Securing & Chaos
Double Pendulum
Two deterministic systems create one non-deterministic system
Shinbrot, T., Grebogi, C., Wisdom, J., & Yorke, J. A. (1992). Chaos in a double pendulum. American Journal of Physics, 60(6), 491–499. doi: 10.1119/1.16860.�https://en.wikipedia.org/wiki/Double_pendulum
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1
2
Double Pendulum
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Enterprise Architecture
Butterfly Effect
https://www.linkedin.com/posts/complexity-academy_complexitytheory-activity-6625721108249354241-MsJ�https://en.wikipedia.org/wiki/Edward_Norton_Lorenz�Lorenz, Edward Norton. 1963. “Deterministic Nonperiodic Flow.” Journal of the atmospheric sciences 20(2): 130–41. doi:10.1175/1520-0469(1963)020<0130:DNF>2.0.CO;2.i
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Objective chaos and organisation
Created by Edzo Botjes https://edzob.medium.com/where-does-enterprise-and-solution-architecture-fit-e3a5ae26c750
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Security
Business
Strategy
Information
Information Systems
Infrastructure
Service Management
Security
Business
Strategy
Information
Information Systems
Infrastructure
Service Management
Security
Business
Strategy
Information
Information Systems
Infrastructure
Service Management
Security
Business
Strategy
Information
Information Systems
Infrastructure
Service Management
Security
Business
Strategy
Information
Information Systems
Infrastructure
Service Management
Security
Business
Strategy
Information
Information Systems
Infrastructure
Service Management
Security
Business
Strategy
Information
Information Systems
Infrastructure
Service Management
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Enterprise Architecture
Objective chaos in IT
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Integrity
Access (Identify & keys)
Virtual Machine
Network & Power
Storage
Database
Middleware
Application
Operating System
HyperVisor
Virtual Network
Compute/CPU
Application 3-Tier Layer
Virtual Machine Layer
Virtualization Layer
Hardware Layer
Configuration
Tools/ Services
Data / Interfaces
(DevOps) LifeCycle Management
Dev & Ops Environment
1
2
Double Pendulum
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Enterprise Architecture
Objective chaos in IT
https://xkcd.com/2347
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Objective chaos in IT
An example of what is amplifying variety
Continuous innovation.
Huber, D., Kaufmann, H., and Steinmann, M. (2017). Innovation: An Abiding Enigma, pages 11–19. Springer International Publishing, Cham. �https://books.google.nl/books?id=rzckDwAAQBAJ
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What can we learn from objective and subjective chaos�Everything is broken
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"It’s hard to explain to regular people how much technology barely works, how much the infrastructure of our lives is held together by the IT equivalent of baling wire. Computer, and computing, are broken.”
- Quinn Norton 2014
https://www.slideshare.net/slideshow/information-security-consciousness/71645722
https://en.wikipedia.org/wiki/Quinn_Norton
Norton Q. (2014. May 20). 'Everything is broken'. The Message. Retrieved from: https://medium.com/message/everything-is-broken-81e5f33a24e1#.sc7pf19g3 (accessed June 18, 2020)
https://berthub.eu/prewar/ncsc%20accss%20surf%20keynote%20bert%20hubert-notes.pdf
https://berthub.eu/articles/posts/cyber-security-pre-war-reality-check/
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Techstack is broken
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Securing & Chaos
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Software, �Solutions & Enterprises
Continuous Chaos
To summarize
Huber, D., Kaufmann, H., and Steinmann, M. (2017). Innovation: An Abiding Enigma, pages 11–19. Springer International Publishing, Cham. https://books.google.nl/books?id=rzckDwAAQBAJ
Shinbrot, T., Grebogi, C., Wisdom, J., & Yorke, J. A. (1992). Chaos in a double pendulum. American Journal of Physics, 60(6), 491–499. doi: 10.1119/1.16860.
Derbyshire, J., & Wright, G. (2014). Preparing for the future: Development of an ‘antifragile’ methodology that complements scenario planning by omitting causation. Technological Forecasting and Social Change, 82, 215–225. doi: 10.1016/J.TECHFORE.2013.07.001.
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1
2
Double Pendulum
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Objective and Subjective chaos fuel VUCA
Relevant to trends for you, your organisation and the field of Enterprise Architecture
Your reality �inside your organisation, �between organisations, and �around organisations is VUCA.
ISO 31.000 <- DNB
https://doi.org/10.1016/j.bushor.2014.01.001
https://hbr.org/2014/01/what-vuca-really-means-for-you
https://link.springer.com/book/10.1007/978-3-319-16889-0
https://en.wikipedia.org/wiki/Volatility,_uncertainty,_complexity_and_ambiguity
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Volatile
Uncertain
Complex
Ambiguous
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Enterprise > Solution > Software
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Function & Construction
IT started in a reductionist approach of the construction (blueprint) … “now we know”
Reductionistic decomposition is a way to get a view on the construction.�In the end, it is the affordance of a system, that determines the value and applications.
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Affordance impacts Enterprise Engineering, Enterprise Design and Enterprise Architecture
https://www.researchgate.net/publication/359821764_Researching_Sensemaking_and_Situational_Architecting_A_First_Step_Towards_a_Guide_for_Sensemaking_Situational_Architecturing_Designing_and_Changing_Enterprises
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Hidden Slide
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Enterprise Architecture
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Business
Information Systems
Infrastructure
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Enterprise Architecture
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Business
Information
Information Systems
Infrastructure
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Enterprise Architecture
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Business
Strategy
Information
Information Systems
Infrastructure
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Enterprise Architecture
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Privacy & Security
Business
Strategy
Information
Information Systems
Infrastructure
Service Management
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Enterprise Architecture
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Privacy & Security
Business
Strategy
Information
Information Systems
Infrastructure
Service Management
Environment
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Enterprise Architecture
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The fundamental concepts or properties of a system in its environment embodied in its elements, relationships, and in the principles of its design and evolution (ISO/IEC/IEEE 42010:2011).
The structure of components, their inter-relationships, and the principles and guidelines governing their design and evolution over time.
TOGAF
The consistent set of principles and models, that guides the design and implementation of processes, organizational structures, information flows and the technical infrastructure within an Enterprise
Wagter, 2005
… including the relationships between elements within the Enterprise and its environment.
(unofficially added by Nouwens e.a., 2020)
Privacy & Security
Business
Strategy
Information
Information Systems
Infrastructure
Service Management
Environment
Enterprise architecture (EA) is a discipline for proactively and holistically leading enterprise responses to disruptive forces by identifying and analysing the execution of change toward desired business vision and outcomes.
EA delivers value by presenting business and IT leaders with signature-ready recommendations for adjusting policies and projects to achieve target business outcomes that capitalize on relevant business disruptions.
Gartner
Enterprise Architecture is the organising logic for business processes and IT infrastructure, reflecting its operating models’ integration and standardisation requirements. It provides a long term view of a company’s processes, systems and technologies so that individuals can build capabilities and not just fulfil immediate needs.
TOGAF
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Objective chaos and organisation�More on this later!
Created by Edzo Botjes https://edzob.medium.com/where-does-enterprise-and-solution-architecture-fit-e3a5ae26c750
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Security
Business
Strategy
Information
Information Systems
Infrastructure
Service Management
Security
Business
Strategy
Information
Information Systems
Infrastructure
Service Management
Security
Business
Strategy
Information
Information Systems
Infrastructure
Service Management
Security
Business
Strategy
Information
Information Systems
Infrastructure
Service Management
Security
Business
Strategy
Information
Information Systems
Infrastructure
Service Management
Security
Business
Strategy
Information
Information Systems
Infrastructure
Service Management
Security
Business
Strategy
Information
Information Systems
Infrastructure
Service Management
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Language, it depends on the conversation scope.
SAFe https://www.scaledagileframework.com/agile-architecture/ https://www.scaledagileframework.com/enterprise-architect/
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Information Architecture
Privacy & Security
Business
Strategy
Information
Information Systems
Infrastructure
Service Management
Business Architecture
Application Architecture
Technical Architecture
______ Architecture
Common Domains
Business information strategy & planning
Focus on adding value
Application LifeCycle
Scope of responsibility
Enterprise Architect
Solution Architect
System Architect
Across �Value Streams
Across �Systems
Single �Systems
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Designed for Digital
By MIT
Ross, Jeanne W., et al. Designed for Digital: How to Architect Your Business for Sustained Success. The MIT Press, 2019. DOI.org (Crossref). https://doi.org/10.7551/mitpress/12188.001.0001
Operational Backbone
A coherent set of enterprise systems, data, and processes supporting a company’s core operations
Shared customer insights
Knowledge about what customers are willing to pay for digital offerings and what their demands are towards digital
Digital platform
A repository of business, data, and infrastructure components used to rapidly configure digital offerings
Accountability framework
Distribution of responsibilities for digital offerings and components that balances autonomy and alignment
External developer platform
A repository of digital components open to external partners
Skipped�Slide
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Design for Digital - Content
Ross, J. W., Weill, P., & Robertson, D. (2006). Enterprise architecture as strategy: Creating a foundation for business execution. Harvard Business School Press. �https://www.worldcat.org/title/1015886391. (book)
2020 Digital Transformation - Jeanne Ross by MIT Corporate Relations https://www.youtube.com/watch?v=IrX0UemtWVQ (56m07s).
2019 Designed for Digital - Jeanne Ross by Pegasystems�https://www.youtube.com/watch?v=gaRkQZlSu9Q (30m11s)
Digital Design and Transformation by MIT CISR .. Site with 8 videos on the book of Design for Digital. https://cisr.mit.edu/content/classic-topics-digital-design-and-transformation .
Hidden Slide
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Enterprise Security highlighted reference 3/6
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Hidden Slide
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Some other references on Enterprise Architecture�In addition to the
“Enterprise Security highlighted reference 3/6”
These papers are nice for a different perspective and great for their references.
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Hidden Slide
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ISO/IEC/IEEE 42010
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Hidden Slide
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The map is not the territory
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Synchronicity in the now. O’Reilly and Hohpe �On subjective chaos.
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Hidden Slide
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Watch tips
An Introduction to Residuality Theory �- Barry O'Reilly - NDC London 2024�https://www.youtube.com/watch?v=_MPUoiG6w_U
Dealing with unanticipated needs
– Dave Snowden
https://www.youtube.com/watch?v=xYqWREPb3Lc
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Work by Barry O’Reilly
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Hidden Slide
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Is�Enterprise Architecture
broken?
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Is�reality
broken?
Videos on Reality
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Hidden Slide
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More Videos on Reality�“Proceed with caution, questioning the fabric of reality can lead you to madness or the truth, �and the problem is, you won’t know which is which” - Lex Friedman
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Hidden Slide
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Security
Definition of Secure & inSecure
93
Secure
in-Secure
Feeling
Reality
Secure
in-Secure
Expectation
Observation
Wisdom that will save you �time, money and frustration.
"If you think technology can solve �your security problems, �then you don't understand the problems �and you don't understand the technology.”��- Bruce Schneier, secrets and lies, 2007
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This definition of security,
is not about security.�It is about uncertainty,
and sensemaking
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Resilience &�Enterprise Design
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Generic definition of Resilience
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Subtypes of Resilience
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Subtypes of Resilience
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Impertinent
Recover
Adapt
Skipped�Slide
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Subtypes of Resilience
100
construction stays the same�functionality stays the same
construction changes�functionality stays the same
construction changes�functionality changes
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The business dilemma
‘Normal’ resilience is not enough, and it is the default language.
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Antifragility, �maximizing �Resilience
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Triad of fragility
In J. P. A. Almeida, D. Bork, G. Guizzardi, M. Montali, H. A. Proper & T. P. Sales (Eds.), 2021 IEEE 23nd
conference on business informatics (CBI) (pp. 62–71, Vol. 01). IEEE. doi: 10.1109/CBI52690.2021.00017
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Antifragile as anti-these of fragile
Embrace the pain to gain
In J. P. A. Almeida, D. Bork, G. Guizzardi, M. Montali, H. A. Proper & T. P. Sales (Eds.), 2021 IEEE 23nd
conference on business informatics (CBI) (pp. 62–71, Vol. 01). IEEE. doi: 10.1109/CBI52690.2021.00017
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Antifragility &�Enterprise Design
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Language, it depends on the conversation scope.
How does this change the discipline of Enterprise Architecture?
SAFe https://www.scaledagileframework.com/agile-architecture/ https://www.scaledagileframework.com/enterprise-architect/
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Information Architecture
Privacy & Security
Business
Strategy
Information
Information Systems
Infrastructure
Service Management
Business Architecture
Application Architecture
Technical Architecture
______ Architecture
Common Domains
Business information strategy & planning
Focus on adding value
Application LifeCycle
Scope of responsibility
Enterprise Architect
Solution Architect
System Architect
Across �Value Streams
Across �Systems
Single �Systems
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Future Enterprise Architecture �
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Secure
in-Secure
Expectation
Observation
Security
Business
Strategy
Information
Information Systems
Infrastructure
Service Management
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Future Enterprise Architecture �
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Secure
in-Secure
Expectation
Observation
Security
Business
Strategy
Information
Information Systems
Infrastructure
Service Management
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Enterprise Architecture
A small contribution to�The future of E.A.
van Steenbergen, M., Nouwens, H., Eusterbrock, T., & Botjes, E. A. (2023). Survival of the fitting: An essay on Sensemaking Architecture. Sogeti Nederland B.V. https://doi.org/10.5281/zenodo.10041096
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Causal loop diagram to envision sensemaking architecture
110
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See - Accept - Act
Botjes, Edzo. (2020). Defining Antifragility and the application on Organisation Design (1.0) [Zenodo].
https://doi.org/10.5281/zenodo.3719389
111
Do not focus on hard controls and requirements, �focus on behaviour.
Decouple!
Assume breach, �Assume failure and Exploit it !�Learn from it !!
Human centered!
Chaos is inevitable
Embrace chaos
Stay away from Fragile
become
Focus on the humans
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112
TRENDS?�NO!
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Back to the trends
Some things we can predict, most things not. This is what the World Economic Forum is stating
https://www.weforum.org/agenda/2024/05/prediction-foresight-planning-future-disruption/
113
BONUS
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Sensemaking
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Cynefin framework by Dave Snowden
https://thecynefin.co/library/cynefin-weaving-sense-making-into-the-fabric-of-our-world/
https://www.systemswisdom.com/sites/default/files/Snowdon-and-Boone-A-Leader's-Framework-for-Decision-Making_0.pdf
https://en.wikipedia.org/wiki/Cynefin_frameworkhttps://doi.org/10.1108/08944310510556955 https://www.researchgate.net/publication/330500755 https://ieeexplore.ieee.org/abstract/document/5386804
Holistic
approach
Reductionistic
approach
Correlation: seen�Causality: known
Correlation: seen�Causality: unknown
Correlation: unseen�Causality: unknown
Correlation: seen�Causality: known
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Northern Star
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Learning / Perception / Multiverse
Plato
Senge, P. M. (1990). The Fifth Discipline: The Art and Practice of the Learning organisation. A Currency book. Doubleday/Currency, New York, NY, USA.
Hestenes, D. (2010). Modeling theory for math and science education. In Modeling students’ mathematical modeling competencies, pages 13–41. Springer.
https://en.wikipedia.org/wiki/Allegory_of_the_cave
https://plato.stanford.edu/entries/plato-myths
117
BONUS
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Learning / Perception / Multiverse
Plato / Senge/ Hestenes
Senge, P. M. (1990). The Fifth Discipline: The Art and Practice of the Learning organisation. A Currency book. Doubleday/Currency, New York, NY, USA.
Hestenes, D. (2010). Modeling theory for math and science education. In Modeling students’ mathematical modeling competencies, pages 13–41. Springer.
https://en.wikipedia.org/wiki/Allegory_of_the_cave
https://plato.stanford.edu/entries/plato-myths
118
Mental Model
Behavior
Reality
II
BONUS
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Learning / Perception / Multiverse
Mental Models are in your head!
Senge, P. M. (1990). The Fifth Discipline: The Art and Practice of the Learning organisation. A Currency book. Doubleday/Currency, New York, NY, USA.
Hestenes, D. (2010). Modeling theory for math and science education. In Modeling students’ mathematical modeling competencies, pages 13–41. Springer.
https://en.wikipedia.org/wiki/Allegory_of_the_cave
https://plato.stanford.edu/entries/plato-myths
119
Mental Model
Behavior
Reality
II
What you do not know,
you can not see [social engineering].
What you do not expect,
you can not see [inattentional blindness].
BONUS
2024-06 @ UU
Enterprise Architecture
Learning / Perception / Multiverse
AI / Personal Search Bubble/ Personal timeline in TikTok/ Insta etc
Senge, P. M. (1990). The Fifth Discipline: The Art and Practice of the Learning organisation. A Currency book. Doubleday/Currency, New York, NY, USA.
Hestenes, D. (2010). Modeling theory for math and science education. In Modeling students’ mathematical modeling competencies, pages 13–41. Springer.
https://en.wikipedia.org/wiki/Allegory_of_the_cave
https://plato.stanford.edu/entries/plato-myths
120
Mental Model
Behavior
Reality
II
BONUS
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Enterprise Architecture
Learning / Perception / Multiverse
5th Discipline .. Key for collaboration
Senge, P. M. (1990). The Fifth Discipline: The Art and Practice of the Learning organisation. A Currency book. Doubleday/Currency, New York, NY, USA.
Hestenes, D. (2010). Modeling theory for math and science education. In Modeling students’ mathematical modeling competencies, pages 13–41. Springer.
https://en.wikipedia.org/wiki/Allegory_of_the_cave
https://plato.stanford.edu/entries/plato-myths
121
Mental Model
Building shared vision
Personal�Mastery
Team�Learning
Systems�Thinking
Behavior
Reality
I
III
II
IV
V
BONUS
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APPENDIX
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Sections:
On Complexity Science/ Reality
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On Security
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On Cyber Security & Cyber Resilience
125
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On Enterprise & Enterprise Engineering
126
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On Enterprise Architecture
127
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On Technical Enterprise Architecture & Software Architecture
128
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On Enterprise Security Architecture
129
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On Zero-Trust
130
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