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2026/2027  KAN-CGMAA8007U  Generative AI for Social Enterprise Growth and Impact

English Title
Generative AI for Social Enterprise Growth and Impact

Course information

Language English
Course ECTS 2.5 ECTS
Type Elective
Level Full Degree Master
Duration One Quarter
Start time of the course Spring
Timetable Course schedule will be posted at calendar.cbs.dk
Min. participants 15
Max. participants 30
Study board
Study Board for Governance, Law, Accounting & Management Analytics
Programme Master of Science (MSc) in Economics and Business Administration - General Management and Analytics (GMA)
Course coordinator
  • Kai Hockerts - Department of Management, Society and Communication (MSC)
For academic questions related to the course, please contact instructor Kai Hockerts kho.msc@cbs.dk. Other academic questions: contact academic director Martin Jes Iversen at mji.si@cbs.dk.
Main academic disciplines
  • CSR and sustainability
  • Entrepreneurship
  • Innovation
Teaching methods
  • Face-to-face teaching
Last updated on 15-10-2026

Relevant links

Learning objectives
By the end of this course, participants will be able to:
1. Identify and articulate growth and impact challenges faced by social enterprises, understood here as organizations that pursue a primary social or environmental mission through financially sustainable business activities.
2. Use existing large language models and no-code tools to configure a GenAI application for a defined social enterprise challenge; the course does not involve training or fine-tuning a model.
3. Co-create, test, and redesign a GenAI stakeholder-persona application in mixed teams, using practitioner feedback and scenario-based testing to improve its prompts, source material, safeguards, and usefulness.
4. Evaluate the potential for long-term social impact, financial sustainability, and strategic partnerships.
5. Develop and pitch an AI-supported implementation plan, ready for external engagement.
Course prerequisites
If you are a CBS student, you must qualify for the course by:

1. Being enrolled in a graduate program at CBS
2. Have to have passed 28 ECTS during your exchange
3. Have to submit a motivational statement to outboundexchange@cbs.dk
Examination
Generative AI for Social Enterprise Growth and Impact:
Exam ECTS 2,5
Examination form Home assignment - written product
Individual or group exam Individual exam
Size of written product Max. 5 pages
Students will be required to complete a final report summarizing their learnings from the class. The report will be comprised of 5 pages plus appendixes where required
Assignment type Essay
Release of assignment Subject chosen by students themselves, see guidelines if any
Duration 2 weeks to prepare
Grading scale Pass / Fail
Examiner(s) One internal examiner
Exam period Spring
Make-up exam/re-exam
Same examination form as the ordinary exam
Same examination form as the ordinary exam
Description of the exam procedure

Your exam task will be to carry out a critical analysis of your group experience. You will reflect both on the result (the GenAI) as well as the process (your teamwork experience). You are expected to refer to readings from class. 

Course content, structure and pedagogical approach

This intensive course brings together international MBA students and social entrepreneurship practitioners to explore how generative AI (GenAI) can support the growth and impact of social enterprises and sustainable impact ventures. Social enterprises are organizations that pursue a primary social or environmental mission through financially sustainable business activities, whether they operate through market, public, or hybrid arrangements. Practitioners contribute a live organizational challenge and contextual knowledge, while MBA students contribute relevant international management experience and analytical capacity. Working in mixed teams therefore makes it possible to develop and test a practical GenAI application grounded in a participating enterprise, while allowing students to connect international perspectives with an applied Danish and European social enterprise context.

 

The GenAI application consists of stakeholder AI “personas” (using the free custom GPT feature in OpenAI. These are carefully configured conversational roles that represent relevant stakeholder perspectives, such as beneficiaries, customers, impact investors, public-sector partners, franchise partners, or other social innovators. Teams use them for structured role-playing and scenario testing in order to examine strategic choices, stakeholder engagement, and approaches to scaling social impact.

 

Throughout the course, students combine theoretical perspectives on social entrepreneurship, growth, market and non-market environments, and sector-wide transformation with applied GenAI development. Teams collect and structure relevant non-confidential information, configure prompts and source materials, test the personas against defined scenarios, and redesign the application in response to practitioner, peer, and faculty feedback. They also assess its potential value, limitations, and appropriate safeguards.

 

Students and practitioners are supported by CBS faculty and research mentors throughout the course. Following the course, participating social enterprises may opt into a light-touch six-month follow-up arranged by the course team, subject to mentor capacity. This comprises periodic check-ins with a CBS academic mentor and support for continued testing, integration, and practical use of the GenAI application; it is not a separate consulting programme.

 

A key outcome of the course is a customized GenAI stakeholder-persona application and an AI-supported implementation plan developed collaboratively by each student-practitioner team.

 

Research-based teaching

 

CBS’ programmes and teaching are research-based. The following types of research-based knowledge and research-like activities are included in this course:

 

Research-based knowledge

  • New theory
  • Teacher’s own research

 

Research-like activities

  • Data collection
  • Discussion, critical reflection, modelling
  • Peer review including Peer-to-peer
  • Students conduct independent research-like activities under supervision
Research-based teaching
CBS’ programmes and teaching are research-based. The following types of research-based knowledge and research-like activities are included in this course:
Research-based knowledge
  • New theory
  • Teacher’s own research
Research-like activities
  • Data collection
  • Discussion, critical reflection, modelling
  • Peer review including Peer-to-peer
  • Students conduct independent research-like activities under supervision
Description of the teaching methods
The course combines lectures, collaborative workshops, mentorship, and applied GenAI configuration. In mixed teams, students and practitioners configure a stakeholder-persona application for a live organizational challenge, test it in agreed scenarios, and redesign prompts, source material, safeguards, and use cases in response to feedback. The course culminates in a presentation of the GenAI application and implementation plan.
Feedback during the teaching period
Students receive continuous feedback from instructors, practitioners, and peers through workshops, discussions, presentations, and scenario-based user-testing activities.
Student workload
In classroom or online learning 25 hours
Preparation for classroom activities 5 hours
Examination 11,5 hours
Expected literature

 

What is Social Enrepreneurship

 

Required Readings: Kannampuzha, Merie, and Kai Hockerts. 2019. "Organizational social   entrepreneurship: scale development and validation.” Social Enterprise Journal, Vol 15(3): 290-319. 

 

Optional Reading: Choi, Nia, and Satyajit Majumdar. 2014. "Social entrepreneurship as an essentially contested concept: Opening a new avenue for systematic future research." Journal of Business Venturing 29(3): 363-376.

 

For the truly Obsessed: Drayton, W. 2002. The Citizen Sector: Becoming as Entrepreneurial and Competitive as Business California Management Review, 44(3): 120-132.

 

Ideation Techniques for Social Entrepreneurship

                            

Required Reading: Pittaway, L. (2021). Entrepreneurship theory and ideation techniques. Advances in entrepreneurship, Firm Emergence and Growth, 23.

 

Optional Readings: Drucker, Peter, 1989: What Business Can Learn from Nonprofits.

Harvard Business Review, Jul/Aug89, Vol. 67 (4): 88-93.

 

For the Truly Obsessed: Erro-Garcés, Amaya. "Creativity and emotions as drivers for social entre-preneurship." Journal of Social Entrepreneurship, 11.3 (2020): 300-316.

 

From Social problem to Social Entrepreneurship Opportunities

 

Required Reading: Hockerts K. 2015. ”How Hybrid Organizations Turn Antagonistic Assets into Complementarities,” California Management Review, 57(3): 83-106, 2015.

 

Optional Readings: Corner, Patricia Doyle, and Marcus Ho. "How opportunities develop in social entrepreneurship." Entrepreneurship Theory and Practice 34.4 (2010): 635-659.

 

For the Truely Obsessed: Janssen, Frank, Alain Fayolle, and Amélie Wuilaume. "Researching bricolage in social entrepreneurship." Entrepreneurship & Regional Development, 30.3-4 (2018): 450-470.

 

Creating Revenue for Social Enterprises

                            

Required Reading: Guan, S., Tian, S., & Deng, G. (2021). Revenue diversification or revenue concentration? Impact on financial health of social enterprises. Public Management Review, 23(5), 754-774.

 

Optional Readings: De Vericourt, Francis, and Miguel Sousa Lobo. "Resource and revenue management in nonprofit operations." Operations research, 57.5 (2009): 1114-1128.

 

For the Truely Obsessed: Yunus, M. 1998. Poverty Alleviation: Is Economics Any Help? Lessons from the Grameen Bank Experience. Journal of International Affairs, 52: 47-65.

 

Introduction to the Value Proposition

 

Required Reading: Baden-Fuller, Charles; Morgan, Mary S., 2010: “Business Models as Models,” Long Range Planning, 43(2-3), Pages 156-171.

 

Optional readings: Honig, Benson. "Entrepreneurship education: toward a model of contin¬gency-based business planning." Academy of Management Learning & Education 3.3 (2004): 258-273.

 

For the Truely Obsessed. Thompson, J; MacMillan, I, 2010: “Business Models: Creating New Markets and Societal Wealth”, Long Range Planning, 43(2-3): 291-307.

 

Financial Analysis

 

Required Reading: Ruby Cup, available for free on the Case center Webpage:

https:/​/​www.thecasecentre.org/​products/​view?id=138598

 

Optional Reading: Popov, Evgenii V., Anna Yu Veretennikova, and Kseniya M. Kozinskaya. "Financial tools to develop social entrepreneurship." Economic and Social Changes: Facts, Trends, Forecast 12.5 (2019): 91-108.

 

Applying the Business Model Panorama to your Peer Analysis

 

Required Reading: Hockerts, Kai, and Rolf Wüstenhagen. "Greening Goliaths versus emerging Davids—Theorizing about the role of incumbents and new entrants in sustainable entrepreneurship." Journal of Business Venturing, 25.5 (2010): 481-492.

 

Optional readings: Villela, Malu, Sergio Bulgacov, and Glenn Morgan. "B Corp certification and its impact on organizations over time." Journal of Business Ethics, 170.2 (2021): 343-357.

 

For the Truly Obsessed: Chen, Ming-Jer. "Competitor analysis and interfirm rivalry: Toward a theoretical integration." Academy of Management Review, 21.1 (1996): 100-134.

 

Introduction to Impact Investing – How to develop a Pitch?

 

Required Reading: Hockerts, Kai, Lisa Hehenberger, Stefan Schaltegger, and Vanina Farber. "Defining and Conceptualizing Impact Investing: Attractive Nuisance or Catalyst?." Journal of Business Ethics, (2022): 1-14.

 

Optional Reading: Casasnovas, Guillermo, and Jessica Jones. "Who has a seat at the table in impact investing? Addressing inequality by giving voice." Journal of Business Ethics 179.4 (2022): 951-969.

GIIN Website – case studies: https:/​/​thegiin.org/​case-studies/​

 

For the Truly Obsessed: Höchstädter, Anna Katharina, and Barbara Scheck. "What’s in a name: An analysis of impact investing understandings by academics and practitioners." Journal of Business Ethics 132.2 (2015): 449-475.

 

Organizational Form and Impact Assessment

 

Required reading: Villela, Malu, Sergio Bulgacov, and Glenn Morgan. "B Corp certification and its impact on organizations over time." Journal of Business Ethics, 170.2 (2021): 343-357.

 

Optional reading: Moody, Michael, Laura Littlepage, and Naveed Paydar. "Measuring social return on investment: Lessons from organizational implemen-tation of SROI in the Netherlands and the United States." Nonprofit Management and Leadership 26.1 (2015): 19-37.

 

For the Truly Obsessed: Yates, Brian T., and Mita Marra. "Social Return On Investment (SROI): Problems, solutions… and is SROI a good investment?" Evaluation and program planning 64 (2017): 136-144.

Last updated on 15-10-2026