A Complexity inspired approach to
Leading Technology Enabled
Business Transformation
Doctor of Management (Ph.D) Mikkel H Brahm
Head of Architecture, Nordea | Digital Banking
Mikkel H. Brahm
Head of Architecture
Nordea | Digital Banking
25+ years of experience in the fields of
Software Engineering and
Enterprise Architecture
Slides available at SlideShare
https://www.slideshare.net/mikkelbrahm
Doctoral (PhD) Thesis available at UH
Seeking to Control Enterprise with Architecture
the limits and value of an engineering approach
from the perspective of an Enterprise Architect
http://uhra.herts.ac.uk/handle/2299/17596
ENTERPRISE
Intentional process of doing and organizing business
emerging from enabling/constraining figurations of relationships always in flux
ARCHITECTURE
Guiding organisation of structuring structures
including human conventions and mechanisms
Our roots in natural sciences
General Systems Theory
- 4 =
- 4 =
- 1 4*
i 2*
2i
https://en.wikipedia.org/wiki/Complex_number
Intro
Organization
as a Game
Enterprise architecture (EA) is a discipline for proactively and holistically
leading enterprise responses to disruptive forces
by identifying and analyzing
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, IT Glossary
Orthodox EA
What characterizes this thought style?
1 Orthodox EA presumes autonomy (and rationality)
Individual is primary and apart from other individuals
2 Orthodox EA presumes determinacy
Spontaneity and improvisation is absent or insignificant
3 Orthodox EA presumes openness
Everything can (and should) be shared and modelled
4 Orthodox EA presumes enterprise intentionality
Enterprise treated as Entity with own strategy and goals
5 Orthodox EA presumes agreement
Not aligned individual goals are illegitimate / selfish
Assumptions that characterise orthodox EA
(and Systems Theory)
1. Autonomy
2. Determinacy
3. Openness
4. Intentionality
5. Agreement
• The individual is primary, makes meaning of experiences,
and makes rational decisions about which course of action to take
• Knowable set of stimuli-response; If we know what factors into a situation,
then we can predict what will happen in that situation
• Information is assumed to be shared openly and hence freely available,
so that everything can (and should) be modelled and documented
• The Enterprise is treated as an entity with intentionality,
and conflicting individual intentionality is made illegitimate
• People are assumed to agree on goals and means,
or at least architecture cannot begin until agreement is reached
Complexity I
What characterizes this thought style?
people have function for each other
we are born into relationships to people upon whom we depend
Elias, Norbert (1991).
The Society of Individuals.
Basil Blackwell.
1 Interdependence enable and constrain our actions
Socially unacceptable behavior can damage relationships
2 We often act habitually / acceptably to garner support.
Provocative actions can lead to renegotiation of norms.
Phronesis: Wisdom / Practical Judgment – experience based
Knowing what it is right to do = being a virtuous person
Episteme: Theory and Basic assumptions – pure knowledge
Techne: Craftmanship / Method – can be taught
3 Power dynamics enable and constrain what it is prudent
to say both for subordinates and for the power holders
5 times “Why?” => Socially acceptable rationalization
Scott, John C (1990).
Domination and the Arts of
Resistance - Hidden transcripts.
Yale University Press.
4 Power is never equally distributed. Any leverage can be
used to further one’s interests in any other area.
Jackall, Robert (2010).
Moral Mazes –
The World of Corporate Managers.
Oxford University Press.
Linear causality
Culture forms Behaviour OR Behaviour forms Culture
Circular or Transformative causality
Culture forms Behaviour AND Behaviour forms Culture
5 Collaborative innovation hinges on mutual trust
that others can contribute what we ourselves cannot
Assumptions underpinning my approach
(contrasted with assumptions underpinning Systems Theory)
1. Autonomy
2. Determinacy
3. Openness
4. Intentionality
5. Agreement
1. Mutual interdependence
2. Self-disciplining and Spontaneity
3. Hidden Transcript and Public Transcript
4. Figuration of relationships with power-differentials
5. Web of Intentionality - Collaboration and Competition
Individual
Group
Relationship
Figuration
= Patterns of Relationships in Flux
Mechanism
Scripted
ActionTranscription
(or Inscription
or Encoding)
Author (Developer) Actor (User)
Prescription
Actor-Network Theory “primer”
(https://www.nyu.edu/projects/nissenbaum/papers/Latour_Mixing.pdf)
Actor
Techne can be taught, Phronesis cannot – perhaps we can only transcribe Techne?
Technology and Mechanisms
1. Autonomy
2. Determinacy
3. Openness
4. Intentionality
5. Agreement
1. Interdependence
2. Self-disciplining
3. Hidden Transcript
4. Power Figuration
5. Collaborate/compete
1. Transcription
2. Turing machines
3. Knowable but complicated
4. Scripted Action & Prescription
5. No responsiveness
(Bruno Latour)
No Universal Theory
Systems Theory explains
mechanical systems
Process Theory explains
humans organizing
Intermezzo
Organization
as a Multi-tier Game
Elias, Norbert (1978).
What is Sociology?
Columbia University Press.
Multi-tiered game
representatives • delegates
leaders • government
court • elite
We tend to personify the source
of the constraints which we feel
compelled to obey
Complexity II
What characterizes this thought style?
Society is a figuration, and status etc. is not evenly distributed
=> Everyone cannot win at the same time
A subset of society has similar properties e.g. a market
=> There is no formula that will allow everyone to win
Gossiping has the social function to re-iterate norms and values
in light of particular (or imaginary) situations
Norms what it is normal to do aka customs
+ Values how we make value judgements
culture eats strategy for breakfast
Peter Drucker
Culture the way of life / living / organizing
If our individual behavior is not socially acceptable
we risk exclusion i.e. others cease to have function for us
In an organizational setting exclusion can mean being fired, but
can also just mean that you do not participate in the fun stuff
Enforcement – example
Boss instructs EA to focus on modelling and documentation
Social convention – example
EA is overly critical towards senior managers’ ideas and desires
One of the most crucial questions for a player is
when to play – and when to pass
Baboons do not use Baboon-made technology
Social order is re-enacted and re-negotiated every day
Prescription = what the script presupposes
from its transcribed actors and authors
Transcription = action hitherto played out by human or
nonhuman actors is translated to a more durable repertoire
We use physical constructs to symbolize social convention
Scripted-action lends durability to social conventions
since scripted enactment is not as such a renegotiation
Materiality can have function for people in the sense that the
scripted action and prescription can enable and constrain
An early well-known ”Industrial transformation”
into the Hunter-Gatherer Society
Technologies that enable hunter-gatherer-society:
• Hunting tools e.g. spear, spear thrower
• Enables efficient procurement of meat, skins etc.
• Gathering tools e.g. wicker basket
• Enables efficient gathering of roots, herbs etc.
• Fire
• Enables cooking of food
• Restricts movement
• Leads to tribal gathering point
• Leads to communal meal
• Language / speech
• Enables expression of needs and fears etc.
• Enables co-cordination and colaboration
• Division of Labour – hunter, gatherer, tool-maker
• Adam Smith (1776) ”An Inquiry into the Nature
and Causes of the Wealth of Nations”
• Xenophon (4th century BC) ”Cyropaedia”
Dichotomy & idealization tends to constrain available options
• Good
• Agreement
• Control
• Transparent
• Bad
• Disagreement
• Freedom, Autonomy or
Empowerment
• Opaque
• Useful for some, less for others
• Negotiation,
Collaboration & Competition
• Enabling & Constraining,
Self-disciplining
• Public & Hidden Transcripts +
Ruptures
We must cease once and for all
to describe the effects of power in negative terms:
it ‘excludes’, it ‘represses’, it ‘censors’,
it ‘abstracts’, it ‘masks’, it ‘conceals’.
In fact power produces; it produces reality;
it produces domains of objects and rituals of truth.
Michel Foucault
It entails a refusal to use intellectual resources
outside a narrow and ‘safe’ terrain
Functional stupidity is organizationally-supported lack of
reflexivity, substantive reasoning, and justification
Source: Alvesson & Spicer, A stupidity-based theory of organizations
• Customer’s devices
• Customer’s systems e.g. ERP
• Search Engines
• Public Infrastructure
• Market places
• Laws and norms
• Standards of doing business
• Labour unions
• Taboos
Architecture, both as-is and to-be, is also outside the company
This can be a source of both some stability and some change
James Lapalme, l’École de Technologie Supérieure
Enterprise Architecture is many things to many people…
Our product sells  how can we produce it cheaper or faster  Inside-in
Our product does not sell, but should  how can we market it better  Inside-out
Our product does not seem to work  what is it that customers do need  Outside-in
Our product would work in a different market  who can augment our product  Outside-out
Figuration has no in-/outside, but we can take the perspective of
the other e.g. the customer, the regulator, the partner etc.
Not only Architects feel competent (and want) to direct change,
so be prepared for a political struggle if you seek influence
A complexity approach to managing technology enabled business transformation - part 1

A complexity approach to managing technology enabled business transformation - part 1

  • 1.
    A Complexity inspiredapproach to Leading Technology Enabled Business Transformation Doctor of Management (Ph.D) Mikkel H Brahm Head of Architecture, Nordea | Digital Banking
  • 2.
    Mikkel H. Brahm Headof Architecture Nordea | Digital Banking 25+ years of experience in the fields of Software Engineering and Enterprise Architecture Slides available at SlideShare https://www.slideshare.net/mikkelbrahm Doctoral (PhD) Thesis available at UH Seeking to Control Enterprise with Architecture the limits and value of an engineering approach from the perspective of an Enterprise Architect http://uhra.herts.ac.uk/handle/2299/17596 ENTERPRISE Intentional process of doing and organizing business emerging from enabling/constraining figurations of relationships always in flux ARCHITECTURE Guiding organisation of structuring structures including human conventions and mechanisms
  • 3.
    Our roots innatural sciences General Systems Theory
  • 4.
  • 5.
    - 4 = -1 4* i 2* 2i https://en.wikipedia.org/wiki/Complex_number
  • 6.
  • 10.
    Enterprise architecture (EA)is a discipline for proactively and holistically leading enterprise responses to disruptive forces by identifying and analyzing 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, IT Glossary
  • 11.
    Orthodox EA What characterizesthis thought style?
  • 12.
    1 Orthodox EApresumes autonomy (and rationality) Individual is primary and apart from other individuals
  • 13.
    2 Orthodox EApresumes determinacy Spontaneity and improvisation is absent or insignificant
  • 14.
    3 Orthodox EApresumes openness Everything can (and should) be shared and modelled
  • 15.
    4 Orthodox EApresumes enterprise intentionality Enterprise treated as Entity with own strategy and goals
  • 16.
    5 Orthodox EApresumes agreement Not aligned individual goals are illegitimate / selfish
  • 17.
    Assumptions that characteriseorthodox EA (and Systems Theory) 1. Autonomy 2. Determinacy 3. Openness 4. Intentionality 5. Agreement • The individual is primary, makes meaning of experiences, and makes rational decisions about which course of action to take • Knowable set of stimuli-response; If we know what factors into a situation, then we can predict what will happen in that situation • Information is assumed to be shared openly and hence freely available, so that everything can (and should) be modelled and documented • The Enterprise is treated as an entity with intentionality, and conflicting individual intentionality is made illegitimate • People are assumed to agree on goals and means, or at least architecture cannot begin until agreement is reached
  • 18.
  • 20.
    people have functionfor each other we are born into relationships to people upon whom we depend Elias, Norbert (1991). The Society of Individuals. Basil Blackwell.
  • 21.
    1 Interdependence enableand constrain our actions Socially unacceptable behavior can damage relationships
  • 22.
    2 We oftenact habitually / acceptably to garner support. Provocative actions can lead to renegotiation of norms.
  • 23.
    Phronesis: Wisdom /Practical Judgment – experience based Knowing what it is right to do = being a virtuous person Episteme: Theory and Basic assumptions – pure knowledge Techne: Craftmanship / Method – can be taught
  • 24.
    3 Power dynamicsenable and constrain what it is prudent to say both for subordinates and for the power holders 5 times “Why?” => Socially acceptable rationalization Scott, John C (1990). Domination and the Arts of Resistance - Hidden transcripts. Yale University Press.
  • 25.
    4 Power isnever equally distributed. Any leverage can be used to further one’s interests in any other area. Jackall, Robert (2010). Moral Mazes – The World of Corporate Managers. Oxford University Press.
  • 26.
    Linear causality Culture formsBehaviour OR Behaviour forms Culture Circular or Transformative causality Culture forms Behaviour AND Behaviour forms Culture
  • 27.
    5 Collaborative innovationhinges on mutual trust that others can contribute what we ourselves cannot
  • 28.
    Assumptions underpinning myapproach (contrasted with assumptions underpinning Systems Theory) 1. Autonomy 2. Determinacy 3. Openness 4. Intentionality 5. Agreement 1. Mutual interdependence 2. Self-disciplining and Spontaneity 3. Hidden Transcript and Public Transcript 4. Figuration of relationships with power-differentials 5. Web of Intentionality - Collaboration and Competition
  • 29.
  • 30.
    Mechanism Scripted ActionTranscription (or Inscription or Encoding) Author(Developer) Actor (User) Prescription Actor-Network Theory “primer” (https://www.nyu.edu/projects/nissenbaum/papers/Latour_Mixing.pdf) Actor Techne can be taught, Phronesis cannot – perhaps we can only transcribe Techne?
  • 31.
    Technology and Mechanisms 1.Autonomy 2. Determinacy 3. Openness 4. Intentionality 5. Agreement 1. Interdependence 2. Self-disciplining 3. Hidden Transcript 4. Power Figuration 5. Collaborate/compete 1. Transcription 2. Turing machines 3. Knowable but complicated 4. Scripted Action & Prescription 5. No responsiveness (Bruno Latour)
  • 32.
    No Universal Theory SystemsTheory explains mechanical systems Process Theory explains humans organizing
  • 33.
  • 34.
    Elias, Norbert (1978). Whatis Sociology? Columbia University Press. Multi-tiered game representatives • delegates leaders • government court • elite We tend to personify the source of the constraints which we feel compelled to obey
  • 35.
  • 36.
    Society is afiguration, and status etc. is not evenly distributed => Everyone cannot win at the same time A subset of society has similar properties e.g. a market => There is no formula that will allow everyone to win
  • 37.
    Gossiping has thesocial function to re-iterate norms and values in light of particular (or imaginary) situations
  • 38.
    Norms what itis normal to do aka customs + Values how we make value judgements culture eats strategy for breakfast Peter Drucker Culture the way of life / living / organizing
  • 39.
    If our individualbehavior is not socially acceptable we risk exclusion i.e. others cease to have function for us In an organizational setting exclusion can mean being fired, but can also just mean that you do not participate in the fun stuff
  • 40.
    Enforcement – example Bossinstructs EA to focus on modelling and documentation Social convention – example EA is overly critical towards senior managers’ ideas and desires
  • 41.
    One of themost crucial questions for a player is when to play – and when to pass
  • 42.
    Baboons do notuse Baboon-made technology Social order is re-enacted and re-negotiated every day
  • 43.
    Prescription = whatthe script presupposes from its transcribed actors and authors Transcription = action hitherto played out by human or nonhuman actors is translated to a more durable repertoire
  • 44.
    We use physicalconstructs to symbolize social convention
  • 45.
    Scripted-action lends durabilityto social conventions since scripted enactment is not as such a renegotiation Materiality can have function for people in the sense that the scripted action and prescription can enable and constrain
  • 46.
    An early well-known”Industrial transformation” into the Hunter-Gatherer Society Technologies that enable hunter-gatherer-society: • Hunting tools e.g. spear, spear thrower • Enables efficient procurement of meat, skins etc. • Gathering tools e.g. wicker basket • Enables efficient gathering of roots, herbs etc. • Fire • Enables cooking of food • Restricts movement • Leads to tribal gathering point • Leads to communal meal • Language / speech • Enables expression of needs and fears etc. • Enables co-cordination and colaboration • Division of Labour – hunter, gatherer, tool-maker • Adam Smith (1776) ”An Inquiry into the Nature and Causes of the Wealth of Nations” • Xenophon (4th century BC) ”Cyropaedia”
  • 47.
    Dichotomy & idealizationtends to constrain available options • Good • Agreement • Control • Transparent • Bad • Disagreement • Freedom, Autonomy or Empowerment • Opaque • Useful for some, less for others • Negotiation, Collaboration & Competition • Enabling & Constraining, Self-disciplining • Public & Hidden Transcripts + Ruptures
  • 48.
    We must ceaseonce and for all to describe the effects of power in negative terms: it ‘excludes’, it ‘represses’, it ‘censors’, it ‘abstracts’, it ‘masks’, it ‘conceals’. In fact power produces; it produces reality; it produces domains of objects and rituals of truth. Michel Foucault
  • 49.
    It entails arefusal to use intellectual resources outside a narrow and ‘safe’ terrain Functional stupidity is organizationally-supported lack of reflexivity, substantive reasoning, and justification Source: Alvesson & Spicer, A stupidity-based theory of organizations
  • 50.
    • Customer’s devices •Customer’s systems e.g. ERP • Search Engines • Public Infrastructure • Market places • Laws and norms • Standards of doing business • Labour unions • Taboos Architecture, both as-is and to-be, is also outside the company This can be a source of both some stability and some change
  • 51.
    James Lapalme, l’Écolede Technologie Supérieure Enterprise Architecture is many things to many people…
  • 52.
    Our product sells how can we produce it cheaper or faster  Inside-in Our product does not sell, but should  how can we market it better  Inside-out Our product does not seem to work  what is it that customers do need  Outside-in Our product would work in a different market  who can augment our product  Outside-out Figuration has no in-/outside, but we can take the perspective of the other e.g. the customer, the regulator, the partner etc.
  • 53.
    Not only Architectsfeel competent (and want) to direct change, so be prepared for a political struggle if you seek influence