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Part 13 - AI-Companion... how do we build a universe of knowledge without chaos?

Writer: Magne Bjella
Magne Bjella
20 hours ago
7 min read

The more knowledge a website contains, the more important it becomes to organize it in a good way. Without a clear structure, even the best content can be difficult to find. How do we build a website that grows over time, without it becoming cluttered? In this article, we take a closer look at why information architecture is the very foundation of a good knowledge universe.


A detailed watercolor illustration shows Magne and the KI buddy in a professional conversation in front of the iconic Dragon Gate at the entrance to Chinatown in San Francisco. Magne is wearing his characteristic blue sweater and light pants, without a shoulder bag, while the KI buddy is wearing glasses, a brown jacket, a dark turtleneck sweater and jeans. Around them, red Chinese lanterns, traditional buildings, restaurants, shops and the lively atmosphere of Chinatown create an authentic setting for the conversation about how a website can grow into a large universe of knowledge without becoming overwhelming. The illustration symbolizes the transition from individual articles to a holistic information architecture where knowledge is logically organized around the needs of users. The warm watercolor style emphasizes collaboration, reflection and long-term knowledge building, while Chinatown represents order, tradition, connections and systematic thinking. The illustration serves as the main image for an article about information architecture, universe of knowledge, digital organization, SEO, artificial intelligence, user experience and long-term digital value creation.

Magne & the Friend


Magne

Friend...


I've been thinking about something.


If we continue writing for several years...


we can suddenly have a thousand articles.


How do we avoid everything turning into one big chaos?


The buddy

That's the question everyone should ask themselves.


Because the challenge is rarely producing content.


The challenge is to organize it.


A library does not become useful because it has many books.


It will be useful because the books are organized.


An educational watercolor shows Magne and his AI buddy in front of a large green board with a view of Chinatown in San Francisco. Through the window, the iconic Chinatown portal, red lanterns and vibrant street life form a warm and inspiring backdrop. The board explains why a large universe of knowledge needs structure to function. A simple illustration shows the difference between a random pile of information and an organized library, emphasizing that even the best content becomes difficult to find if it is not organized properly. Magne explains with his hands, while his AI buddy listens. The illustration shows how information architecture serves as the foundation for a website that will grow over time, while strengthening the user experience, SEO, internal linking, artificial intelligence and long-term digital value creation.

Magne

So...


Does a website really need a librarian?


The buddy

Hehe...


Yes.


And that librarian is often called information architecture.


It does not determine what should be written.


It determines how knowledge should be organized, so that people can find it – and see the connections.


Magne

It reminds me of when we built websites in Bærum municipality.


We didn't just discuss which pages we should have.


We discussed where they belonged.


What they should be called.


How they were to be linked together.


The buddy

Just.


And it is often the invisible work that determines whether a website will be easy or difficult to use.


Good information architecture is not about menus.


It's about how people think.


Magne

So...


We don't build folders.


We build logic?


The buddy

Yes.


People don't think in folders.


They think in questions.


Therefore, a good website should be organized around themes and needs – not around the business's internal organizational chart.


An educational watercolor shows Magne and his AI buddy in front of a large green board with a simple model that explains the difference between folders and logic. The board shows how businesses often organize information according to internal structures, while users think in terms of questions, needs and connections. Chinatown forms an evocative backdrop through the window with red lanterns, classic buildings and the characteristic atmosphere of San Francisco's Chinatown. On the tables are classic Chinese books and a traditional teapot that emphasize the theme of knowledge and structure. The illustration shows how a website becomes easier to use when the content is organized logically around themes and user needs. At the same time, it illustrates how good information architecture improves user experience, internal linking, SEO, artificial intelligence and digital value creation.

Magne

Hehe...


I think many businesses will recognize themselves there.


The buddy

I think so too.


Many websites are built for the organization.


The best websites are built for the users.


Academic specialization

From organizational chart to knowledge map


A common mistake is to structure the website by departments:


Marketing department

  • HR

  • IT

  • Sale


The user rarely thinks like that.



Watercolor illustration of two people discussing information architecture in front of a chalkboard. The board contrasts an organization-centered website structure based on sections, teams, services, and documents with a user-centered structure based on people’s questions and needs. The illustration emphasizes that good information architecture should follow the user’s logic rather than the organization’s internal structure.


Watercolor illustration of two people discussing information architecture in front of a chalkboard. The board shows a five-step process that begins with understanding users’ questions, grouping them into key themes, creating a logical structure, designing clear navigation, and connecting related content with links. The illustration emphasizes that good information architecture starts with people and their needs, turning questions into a clear and useful website structure.

Watercolor illustration of two people discussing user-centered information architecture in front of a chalkboard. The board contrasts organizing website content around traditional organizational sections such as departments, news, documents, and contact information with organizing content around themes based on what users are actually looking for. The illustration emphasizes that thematic organization creates clearer meaning and overview for both people and search engines.


Watercolor illustration of two people discussing how connections make knowledge useful in front of a chalkboard. The board shows a main theme connected to several subthemes and related articles, illustrating how clear structure, logical internal links, and simple navigation create a connected knowledge universe. The illustration emphasizes that a network of connected content improves user experience, trust, and visibility in Google and AI.



The user thinks:

  • How do I apply for leave?

  • How do I choose the right heat pump?

  • How do I start a sole proprietorship?

  • How does artificial intelligence work?


That's why good information architecture starts with questions – not with organizational charts.


Two ways to build a website

The organization thinks

The user thinks

Departments

Need

Internal processes

Tasks

Areas of responsibility

Question

Documents

Solutions

Services

Help

Structure

Understanding


An extensive watercolor illustration shows Magne and his AI buddy in front of a large green board where the entire principle behind a knowledge universe is summarized in one clear model. In the middle of the board is a main theme surrounded by several subthemes that illustrate how articles, categories and related topics are connected to form a logical knowledge structure. Along the side, the basic principles are summarized: build around questions and needs, organize content logically, connect related articles, use clear titles and make knowledge easy to find. At the bottom, it is shown how good information architecture helps both humans, Google and artificial intelligence to understand the content and see the connections. Through the window, Chinatown with its red lanterns, classical architecture and vibrant street life gives the illustration a warm and complete identity. The image summarizes how a knowledge universe can grow over many years without becoming confusing when structure, logic and user needs are the basis.



New terms in this article


English technical term

Short explanation

Information Architecture (IA)

The work of organizing content so that people can easily find and understand connections.

Categorization

Grouping content by theme or function to make it easier to find.

Taxonomy

A system for classifying and naming content in a consistent manner.

Topic Structure

How subject areas are divided into main themes and subthemes.

Navigation Model

The principles that govern how the user moves through the website.

User-Centered Design

A method where the users' needs and tasks control how the solution is built.

Content Map

An overview of all content and how it is connected.

Navigation Menu Structure

The structure of main menus and submenus on a website.

Classification


Placing content into correct categories based on common characteristics.

Cognitive Load

How much mental effort is required to find, understand, and use information.


We have only just begun.


Magne

Friend...


Now I understand how we organize knowledge.


But how do we know which topics deserve their own main page – and which ones just need an article?


The buddy

Hehe...


There the architect's work begins.


Not with drawing menus.


But with understanding what is a field of study – and what is just a question within that field of study.


It will be the next step on the journey.





Academic background and further reading

This series also builds on my own professional journey through the Web Design study , the eMarketing study , Innovation and Commercialization and professional seminars in San Francisco and Oxford . Here you will find the background, professional environments and experiences that have followed the development from the early years of the web to today's digitalization.



Icon symbolizing the table of contents in the knowledge universe about artificial intelligence on The Invisible Capital. The icon leads to the complete overview of the subject series' articles, themes and learning journey, from a basic understanding of artificial intelligence to knowledge, trust, value creation and competitiveness.






Icon of an open book symbolizing recommended literature in the knowledge universe about artificial intelligence on The Invisible Capital. The icon leads to a specialist library with recommended books on artificial intelligence, digitalization, content strategy, innovation, customer experiences, leadership, value creation and modern business development.






Recommended books from our library


Book cover for Don't Make Me Think Revisited by Steve Krug – an international classic on usability, web design, UX design, information architecture, navigation and digital user experiences. The book is recommended for anyone who develops websites, digital services and customer-oriented solutions.

Content Strategy for the Web (2nd Edition)


Author/authors: Kristina Halvorson and Melissa Rach


Short review

How do you create content that actually helps people – and at the same time supports your business goals? Content Strategy for the Web is considered one of the most influential books in the field of content strategy and digital communications. The book shows how good content does not arise by chance, but through a deliberate strategy where user needs, the organization's goals, structure, work processes and management are closely linked.


The authors take the reader through the entire process – from planning and organizing to publishing, managing and continuously improving content on websites and digital services. Although technology has evolved since the book was published, the principles of quality, relevance, management and long-term content work are at least as relevant in an era where search engines and artificial intelligence assess the credibility and usefulness of content.


Why we recommend the book

At The Invisible Capital, we believe that good content is one of the most important forms of invisible value creation. A website is far more than design and technology – it is the content that builds trust, creates great customer experiences and helps people find the answers they are looking for.


This book is perfect for leaders, communications consultants, content producers, web editors, UX designers, and anyone working with digital services. It shows why a clear content strategy leads to better user experiences, more effective interactions, and stronger digital results over time.


In an era where artificial intelligence is increasingly important in how information is discovered, understood, and communicated, this book is more relevant than ever. It reminds us that technology alone never creates value – it is good, structured, and relevant content that makes the difference.





Book cover for Don't Make Me Think Revisited by Steve Krug – an international classic on usability, web design, UX design, information architecture, navigation and digital user experiences. The book is recommended for anyone who develops websites, digital services and customer-oriented solutions.

Don't Make Me ThinkAuthor: Steve Krug


Short review

Don't Make Me Think is one of the world's most influential books on usability and web design. Since its first edition in 2000, the book has helped designers, developers, content producers, and managers understand a simple but powerful principle: Good digital services should be intuitive. The user should be able to complete their task without having to stop and think about how the website works.


Why we recommend the book

This is one of the books that has had the greatest impact on my own work with digital services. Over the years – from SAS and the Norwegian Opera & Ballet to working on Bærum Municipality’s website – the principles in this book have been an important reminder that technology is never an end in itself. The goal is to make everyday life easier for the people who use the services. Despite the fact that the book was published many years ago, the message is just as relevant today.





Book cover for Internet Marketing & eCommerce by Ward Hanson and Kirthi Kalyanam – a professional book on digital marketing, e-commerce, customer experiences, digital business models, innovation, internet strategy and value creation in the digital economy.

Internet Marketing & eCommerce


Authors: Ward Hanson and Kirthi Kalyanam


Short review

Internet Marketing & eCommerce provides a thorough introduction to how the internet has changed marketing, commerce, and business development. The book combines theory and practical examples in digital marketing, e-commerce, customer behavior, value creation, and digital business models. Although written at a time when the internet was still in its infancy, many of the fundamental principles are still highly relevant.


Why we recommend the book

This book was an important part of my own learning journey in digital marketing and e-commerce. It helped build my understanding of how technology, customer experience and business strategy are interconnected – an insight that later became very important in my work with SAS, the Norwegian Opera & Ballet, Bærum Municipality and eventually the project The Invisible Capital. Many of the ideas about customer value, digitalisation and innovation presented on the website have their roots in the knowledge this book conveys.






Book cover for The Innovator's Dilemma by Clayton M. Christensen – a classic textbook on disruptive innovation, digital transformation, technological change, business development, leadership and how businesses create competitive advantage in the face of new markets.

The Innovator's Dilemma: When New


Technologies Cause Great Firms to Fail


Author: Clayton M. Christensen


Short review

The Innovator's Dilemma is one of the most influential books on innovation and technological change. Clayton Christensen introduces the concept of "disruptive innovation" and shows how even the most successful businesses can fail when new technologies and business models change the market. Through a series of examples, he explains why established companies often have difficulty adapting to radical change - even when they do "everything right."


Why we recommend the book

This book has had a major impact on how I view innovation, digitalization, and change management. It provided a new perspective on why established businesses are challenged by new players, and why the ability to think differently is crucial in a world characterized by continuous technological development. Many of the reflections in The Invisible Capital on innovation, digital transformation, and value creation are based on the insights Clayton Christensen conveys in this classic.





Book cover for Mastering AI by Jeremy Kahn – an insightful book about the global developments in artificial intelligence, generative AI and language models. The book explains how leading technology companies are developing modern AI solutions, and how artificial intelligence is impacting innovation, digitalization, value creation and the future of work. A recommended book for leaders, students and anyone who wants to understand the rapid developments in artificial intelligence.

Mastering AI: A Survival Guide to Our Superpowered Future


Authors: Jeremy Kahn


Short review

Mastering AI takes the reader behind the scenes of the companies and researchers shaping the modern AI revolution. Jeremy Kahn explains how artificial intelligence is developed, the technological breakthroughs that have made today's language models possible, and how AI is impacting business, politics, and society.


Why we recommend the book

A highly relevant book that combines technology, business, and societal development. Perfect for leaders, decision-makers, and anyone who wants to understand where artificial intelligence is headed.





Book cover for AI Needs You by Verity Harding – a timely book about artificial intelligence, ethics, democracy and social development. The book explores how generative AI and modern language models affect people, businesses and public institutions, and why the responsible use of artificial intelligence is becoming increasingly important. An inspiring book for anyone who wants to understand how AI is shaping the future of society and work.

AI Needs You


Author: Verity Harding


Short review

AI Needs You is about why artificial intelligence is not just a technological issue, but also a question of democracy, ethics and social development. Verity Harding argues that the AI of the future must be developed in collaboration with people, governments and business.


Why we recommend the book

An important book for anyone who wants to understand how artificial intelligence affects society and why responsible development will be crucial in the years to come.





Book cover for The Worlds I See by Fei-Fei Li – an award-winning book that tells the story of the development of modern artificial intelligence through the life of one of the world's leading AI researchers. The book combines research, innovation and personal experiences, giving the reader a deeper understanding of how artificial intelligence, machine learning and language models are developed and impact society. A recommended book for anyone who wants insight into the technology of the future and the people behind it.

The Worlds I See


Author: Fei-Fei Li


Short review

The Worlds I See is the personal story of Fei-Fei Li, one of the world's most influential AI researchers. The book combines autobiography with the history of the development of modern artificial intelligence, showing how research, technology, and human values are closely intertwined.


Why we recommend the book

An inspiring book that provides a unique insight into the development of artificial intelligence through the eyes of one of the field's most central researchers.







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