A guild in an organisation is an open, voluntary community of people who share a skill or interest but work in different teams, and who meet to swap knowledge, tools and practices. The term is best known from Spotify‘s model of squads, tribes, chapters and guilds, described by Henrik Kniberg and Anders Ivarsson in 2012, and the idea is close to what Jean Lave and Etienne Wenger called a community of practice.
Work is done in small cross-functional teams that own their product. Guilds exist to fix the side effect: knowledge gets stuck inside each team.
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Open membership
Anyone who cares about the topic can join. Membership cuts across teams, tribes and reporting lines.
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A coordinator, not a manager
Each guild has a coordinator who organises meetings, channels and events, but has no authority over members' work.
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Shared output
Guilds produce talks, unconferences, shared tools, code and standards that every team can reuse.
Where you see it today
AI practice guilds
Many companies now run internal communities where staff share prompts, workflows and warnings about AI tools. Ethan Mollick argues that much of the useful AI innovation comes from “the Crowd”, employees figuring out how to use AI in their own work, and warns that many hide their use (Mollick, 2025). A guild gives that knowledge a safe place to surface.
Kniberg and Ivarsson presented their description as a snapshot of “a journey in progress”, not a framework (Kniberg and Ivarsson, 2012). Many firms copied the labels anyway. Guilds tend to work when they solve a real sharing problem, and fade when they are just a renamed meeting.
InnerSource in engineering
Engineering organisations apply open source practices inside the company, so any team can reuse and contribute to another team’s code. The InnerSource Commons community describes it as the application of open source principles to internal development; a guild is a natural home for building that habit.
Communities of practice in the public sector
The concept is not limited to tech. Etienne and Beverly Wenger-Trayner describe long-running cross-country groups such as a community of internal auditors in Eastern Europe and Central Asia that met for years to share practice (Wenger-Trayner, 2015).
Guild vs related structures
Guild
Who belongsAnyone interested, across the company
Main purposeShare knowledge, tools and practices
Chapter
Who belongsPeople with the same skill in one unit
Main purposeDevelop the craft and manage people locally
Community of practice
Who belongsPeople who share a concern and learn together
Main purposeLearning through regular interaction
Center of excellence
Who belongsA small dedicated expert team
Main purposeSet standards and give specialist support
Start a guild around a problem people already feel, such as testing, data quality or AI tools.
Name a coordinator and give them protected time; do not make them anyone's manager.
Keep membership open and meetings optional, and record what you share so non-attendees benefit.
Make it safe to show how you use AI, including what failed, so hidden practice becomes shared practice.
Review every year whether the guild still produces reusable output; close it if it does not.
The Business Engineer lens
AI adoption spreads fastest sideways, from colleague to colleague, rather than from a central plan. The Business Engineer’s dual-engine view pairs that bottom-up energy, which guilds capture, with top-down direction on where AI should change the business.
It is an open community of people from different teams who share a skill or interest and meet to exchange knowledge, tools and practices.
What is the difference between a chapter and a guild at Spotify?
In Kniberg and Ivarsson's description, a chapter is a local group of people with the same skills inside one tribe, while a guild is a wider community of interest that anyone across the company can join.
Is a guild the same as a community of practice?
They are very close. A community of practice is the broader concept from learning theory; a guild is one way companies organise it.
How can guilds help with AI adoption?
They give employees a place to share which AI tools and workflows work, and what to avoid, so good practice spreads beyond the people who found it.
The complete explainer, cleaned up and reformatted for mobile.
The Guild Structure is an innovative organizational approach that emphasizes collaboration, expertise sharing, and the cultivation of specialized skills within an organization.
Understanding the Guild Structure
The Guild Structure is characterized by the following key features
Specialized Groups: In a Guild Structure, specialized groups or “guilds” are formed within an organization, each focusing on a specific skill, domain, or area of expertise.
Cross-Functional Collaboration: While guilds specialize in particular areas, they promote cross-functional collaboration and knowledge sharing among members from various departments or teams.
Skill Development: Guilds serve as hubs for skill development and continuous learning, allowing members to deepen their expertise and stay current in their field.
Mentorship and Peer Learning: Members of a guild often engage in mentorship and peer learning, transferring knowledge and experience within the organization.
Community Building: Guilds foster a sense of community and belonging among members who share common interests and professional goals.
Historical Context of the Guild Structure
The concept of the Guild Structure has evolved in response to changing organizational dynamics, the need for skill specialization, and a recognition of the importance of cross-functional collaboration:
1. Knowledge Economy
In the knowledge economy, organizations rely heavily on specialized skills and expertise. The Guild Structure emerged as a response to the demand for in-depth knowledge.
2. Agile and Cross-Functional Teams
The rise of agile methodologies and cross-functional teams highlighted the value of collaboration across departments and disciplines.
3. Employee-Centric Practices
Organizations that prioritize employee development and engagement have explored guilds as a means of fostering skill growth and collaboration.
4. Digital Transformation
Digital transformation has accelerated the need for specialized skills in areas such as technology, data analytics, and digital marketing, making the Guild Structure increasingly relevant.
The Significance of the Guild Structure
The Guild Structure has gained significance in contemporary organizations for several compelling reasons:
1. Expertise Development
In a rapidly changing business landscape, organizations benefit from cultivating specialized expertise within their workforce.
2. Collaboration and Innovation
Guilds promote collaboration and innovation by facilitating knowledge sharing and cross-functional interactions.
3. Employee Engagement
Employees engaged in guilds often report higher job satisfaction and a sense of purpose, as they can pursue their professional passions.
4. Skill Retention
By providing opportunities for skill development and mentorship, guilds help organizations retain top talent and reduce turnover.
5. Competitive Advantage
Organizations with strong guild structures are better positioned to adapt to changing market conditions and outperform competitors.
Principles and Practices of the Guild Structure
The Guild Structure operates based on a set of principles and practices that guide its implementation within organizations:
1. Specialization
Guilds focus on specialized skills or areas of expertise, ensuring in-depth knowledge development.
2. Cross-Functional Collaboration
Collaboration and knowledge sharing occur across departments, fostering a culture of interdisciplinary learning.
3. Skill Development
Skill development is a central focus, with guilds providing training, mentorship, and resources to members.
4. Mentorship and Peer Learning
Members engage in mentorship and peer learning activities to transfer knowledge and experience.
5. Community Building
Guilds create a sense of community and belonging among members with shared interests.
6. Recognition and Reward
Organizations often recognize and reward guild members for their contributions and expertise.
7. Knowledge Repository
Guilds may maintain a knowledge repository or library to capture and share best practices and insights.
Benefits of the Guild Structure
The Guild Structure offers numerous benefits to organizations and their employees:
Organizations can cultivate specialized expertise and stay competitive in their industry.
Cross-functional collaboration and knowledge sharing lead to more innovative solutions and problem-solving.
Employees are more engaged when they can pursue their professional passions and develop specialized skills.
By providing opportunities for skill development and mentorship, guilds help retain top talent and reduce turnover.
5. Adaptability
Organizations with strong guild structures are better equipped to adapt to changing market conditions and industry trends.
6. Community and Belonging
Guilds foster a sense of community and belonging among members with shared interests.
7. Efficiency
Specialized skills and expertise enhance efficiency and the quality of work.
Challenges and Considerations
Implementing the Guild Structure is not without challenges and considerations:
1. Cultural Shift
Transitioning to a guild-based model may require a cultural shift and change management efforts.
2. Collaboration Complexity
Managing cross-functional collaboration can be complex and requires effective communication and coordination.
Developing and maintaining skill development programs within guilds requires resources and commitment.
4. Leadership and Mentorship
Identifying mentors and leaders within guilds is essential for the transfer of knowledge and experience.
5. Performance Metrics
Defining meaningful metrics to measure the success of guilds and their contributions can be challenging.
6. Resource Allocation
Allocating resources to support guild activities must be carefully managed.
Future Trends in the Guild Structure
The future of the Guild Structure is influenced by emerging trends and evolving needs within organizations:
1. Digital Collaboration Platforms
Technology tools and digital platforms will continue to enhance collaboration and knowledge sharing within guilds.
2. Remote Work and Virtual Guilds
The Guild Structure may evolve to accommodate remote work and virtual guilds, enabling seamless collaboration across geographic boundaries.
3. Global Knowledge Exchange
Organizations will increasingly leverage guilds to facilitate global knowledge exchange and collaboration.
4. Artificial Intelligence and Automation
Guilds may incorporate artificial intelligence and automation technologies to enhance skill development and knowledge sharing.
5. Diversity and Inclusion
Guilds will play a role in promoting diversity and inclusion efforts within organizations by providing platforms for underrepresented groups to showcase their expertise.
6. Hybrid Models
Some organizations may adopt hybrid models that combine traditional hierarchical structures with guild-based approaches to leverage the benefits of both.
Conclusion
The Guild Structure represents an innovative approach to organizational design that fosters collaboration, expertise development, and a sense of community within organizations. By cultivating specialized skills, promoting cross-functional collaboration, and empowering employees to pursue their passions, organizations can achieve greater adaptability, innovation, and employee engagement. While challenges exist in transitioning to a guild-based model, the benefits in terms of expertise development, collaboration, and competitiveness make it a compelling choice for organizations seeking to thrive in an ever-changing business landscape. As the world of work continues to evolve, the principles and practices of the Guild Structure offer a path toward more specialized, collaborative, and resilient organizations.
Key Highlights
Introduction:
The Guild Structure emphasizes collaboration, expertise sharing, and specialized skill development within organizations.
Key Features:
Specialized groups or “guilds,” cross-functional collaboration, skill development, mentorship, and community building are key features of the Guild Structure.
Historical Context:
Emerged due to the demand for specialized skills in the knowledge economy, agile methodologies, employee-centric practices, and digital transformation.
Significance:
Significant for expertise development, collaboration, employee engagement, skill retention, and competitive advantage.
Principles and Practices:
Specialization, cross-functional collaboration, skill development, mentorship, community building, recognition, and knowledge repository are guiding principles of the Guild Structure.
Benefits:
Expertise development, collaboration, innovation, employee engagement, skill retention, adaptability, community, and efficiency are key benefits.
Challenges:
Cultural shift, collaboration complexity, skill development, leadership and mentorship, performance metrics, and resource allocation are challenges to consider.
Future Trends:
Digital collaboration platforms, remote work, global knowledge exchange, AI and automation, diversity and inclusion, and hybrid models are future trends in the Guild Structure.
Conclusion:
The Guild Structure fosters collaboration, expertise development, and community within organizations, offering benefits like adaptability, innovation, and employee engagement. Despite challenges, it represents an innovative approach to organizational design, aligning with evolving workplace dynamics.
Spotify
Key Aspects of Guild StructureEngineering and design guilds
Key PointsEnhances cross-team collaboration, encourages innovation, shares best practices.
ING Bank
Key Aspects of Guild StructureIT and digital transformation guilds
Key Aspects of Guild StructureDigital and technology guilds
Key PointsEnhances digital transformation, supports agile practices, promotes continuous learning.
Guild Structure
Description– A decentralized organizational structure where individuals with similar skills or interests form guilds to collaborate, share knowledge, and support each other’s development. – Encourages self-organization, autonomy, and peer-to-peer learning. – Promotes specialization, innovation, and continuous improvement. – May exist within larger organizations or as independent communities.
Implications– Specialization and expertise: Guilds enable members to develop deep expertise in specific areas and share knowledge with peers. – Innovation and creativity: Encourages experimentation and idea sharing, leading to innovative solutions and approaches. – Challenges with coordination: Requires effective communication and collaboration among guilds to ensure alignment with organizational goals and avoid duplication of efforts. – Risk of fragmentation: Without proper governance and coordination, guilds may become isolated or pursue divergent objectives, leading to inefficiencies or conflicts.
Communities of Practice (CoP)
Description– Groups of people who share a common interest, expertise, or passion for a particular topic or domain. – Exchange knowledge, experiences, and best practices through informal learning and collaboration. – Promote professional development, innovation, and problem-solving. – May be formalized within organizations or exist as informal networks.
Implications– Knowledge sharing and learning: CoPs provide opportunities for members to learn from each other and stay updated on industry trends and best practices. – Innovation and problem-solving: Encourages creativity and innovation through the exchange of diverse perspectives and experiences. – Challenges with sustainability: Requires active participation and engagement to sustain momentum and relevance over time. – Risk of silos: Without effective integration with organizational processes, CoPs may operate in isolation, limiting their impact on broader organizational goals.
Professional Associations
Description– Organizations formed by individuals with similar professional interests, qualifications, or affiliations. – Provide networking opportunities, professional development resources, and advocacy for members. – Promote standards, ethics, and knowledge sharing within the profession. – Serve as a collective voice for members’ interests and concerns.
Implications– Networking and career advancement: Professional associations offer opportunities for members to expand their networks, access resources, and advance their careers. – Advocacy and representation: Represent members’ interests and concerns to policymakers, regulators, and other stakeholders. – Challenges with engagement: Requires active participation and involvement to realize the benefits of membership and contribute to the association’s objectives. – Risk of fragmentation: Diversity of interests and priorities among members may lead to competing agendas or lack of consensus on key issues.
Open Source Communities
Description– Groups of individuals who collaborate on the development, improvement, and distribution of open-source software projects. – Operate on principles of transparency, meritocracy, and collective ownership. – Encourage contributions, feedback, and collaboration from a global community of developers. – Promote innovation, quality, and accessibility of software products.
Implications– Collaboration and innovation: Open-source communities leverage the collective expertise and contributions of developers worldwide to drive innovation and improve software quality. – Transparency and accountability: Operate in an open and transparent manner, allowing for peer review and accountability in the development process. – Challenges with governance: Requires effective governance mechanisms to manage contributions, resolve conflicts, and maintain project direction and quality. – Risk of forking: Divergent interests or disagreements within the community may lead to project forks or fragmentation, diluting resources and efforts.
Master-Apprentice Relationships
Description– Traditional method of knowledge transfer where a master shares expertise, skills, and wisdom with an apprentice. – Involves hands-on learning, observation, and mentorship. – Promotes skill development, mastery, and preservation of craft or trade. – May exist in various fields such as craftsmanship, arts, and trades.
Implications– Skill development and mastery: Master-apprentice relationships provide a structured framework for hands-on learning and skill development. – Preservation of knowledge: Ensures continuity and preservation of traditional crafts, skills, and techniques across generations. – Challenges with scalability: Limited capacity for one-on-one mentorship may hinder the scalability and accessibility of the learning process. – Risk of knowledge loss: Reliance on individual masters for knowledge transfer may be vulnerable to disruptions such as retirement or changes in circumstances.
In a functional organizational structure, groups and teams are organized based on function. Therefore, this organization follows a top-down structure, where most decision flows from top management to bottom. Thus, the bottom of the organization mostly follows the strategy detailed by the top of the organization.
In a flat organizational structure, there is little to no middle management between employees and executives. Therefore it reduces the space between employees and executives to enable an effective communication flow within the organization, thus being faster and leaner.
Gennaro Cuofano is a CRO and tech executive who has worked in AI since late 2015, starting with bringing NLP, natural-language generation, voice and chatbot products to the marketing industry. His background is in law and finance: he holds a Master's degree in Law and an International MBA with an emphasis on corporate finance (LUISS Business School and the University of San Diego, 2012), and worked as a financial analyst at a real-estate investment firm in San Diego and as an assistant controller. His work focuses on business model strategy, business engineering and, more broadly, structural analysis: how companies make money, read from their own filings. He created FourWeekMBA and leads research there and at The Business Engineer, his newsletter on AI and business strategy, with over 95,000 subscribers and more than 1,000 published analyses. His writing has also appeared on Entrepreneur (for example, How to Digitize a Family Business in Europe) and HackerNoon. Find him on LinkedIn and Substack. See how we source.
