Artikler

Question 1

Digital governance (Hanisch et al.)

Answer 1

• A distinct type of governance with digital technology driving the governance
• Analogue governance: Centralised control, human-based, hierarchal
• Augmented governance: Human + tech
• Automated governance: Decentralized, algorithmic

Question 2

Map (Krygier & Wood)

Answer 2

• Maps are not representations of reality, but propositions / arguments about the world
• Maps are not neutral and suggest how you can view the world

Question 3

Blanka et al. (digital transformation)

Answer 3

• Digital transformation is not only about technology, but also human competencies
• Employees can enable transformation

Three phases in employee competency:
* Intent: insight and proactivity
* Action: ideas and coorporation
* Implementation: innovation and market knowledge

Question 4

Kunda et al.

Question 5

Data governance.
Janssen et al.

Answer 5

• Big Data Algorithmic Systems (BDAS)
• Data governance: governance with life cycle of data and algorithms

Three governance structures emphasises on:
* Planning and control: goals, budgets, control
* Organisational: structure, responsibility, accountability (decision-making structures in the areas of data through toplevels)
* Risk-based: Identify and assess risks (bias, hallucinations)

Data stewardship: is responsible for data quality

GOAL: increase accountability, transparency, and trust

Question 6

Data Management at Scale (Strengholt)

Answer 6

• Data should be central in strategy, culture, and decision making
• No to centralising and monolithic structures (data lakes = raw data storage)
• Mix between data mesh (people, domains, accountability) and data fabric (tech, metadata, integration)

Question 7

Data Mesh (Deghani)

Answer 7

• Organisational approach in sourcing, managing, and accessing data for analytical use cases at scale
• Results in increased scalability, agility, and business value

4 principles:
* Domain owned data (for BU’s)
* Data as a product (established owners, accountability, quality control)
* Self-Serve data platform (domain teams can independently produce and use data)
* Computational federated governance (automised and distributed data management = comply with standards without a bottle neck)

Question 8

AI governance (Birkstedt)

Answer 8

Governance and processes to ensure the use of AI complies with strategy, compliance, ethics

Question 9

Data Catalog (Olesen-Bagneux)

Answer 9

• Enterprise data catalog: Internal search engine that enables finding and understanding available data efficiently
• Results in data discovery, good data governance (access control), innovation