Publications

Academic Journals

Schildt, H. (2026). The Case for AI in Qualitative Research.” Organization Studies (May 10, 2026) (link)

Conference Papers

Luoma, J., Hokkanen, P., Schildt, H., & Helanummi-Cole, H. (2025). Framing Digital Technologies: The Case of Generative Artificial Intelligence. Academy of Management Proceedings (Vol. 2025, No. 1, p. 21591)​ (link)

Luoma, J., Schildt, H., & Mantere, S. (2025). Language-Based Artificial Intelligence and Organizational Knowing. Academy of Management Proceedings (Vol. 2025, No. 1, p. 12921) (link)

Seminar Materials

SWAI Seminar 1. Emerging Research Insights on the Adoption and Impacts of Generative AI. Video recording (January 28, 2025)

SWAI Seminar 2. AI Adoption and Impact Review. Video recording (April 24, 2026) | Slides (April 24, 2026, last updated May 4)

Practitioner Press

Luoma, J., (2026). Jos tekoälyllä tavoitellaan vain säästöjä, sen käyttöönotto kylvää pelkoa – Silloin ei innovaatioita synny. Talousasema (May 24, 2026) (link)

Pietinalho, L., Luoma, J., & Statler, M. (2025) The Impossibility of Automating Economic Flourishing. Stanford Social Innovation Review (October 12, 2025) (link)

Master’s Theses at Aalto

Adam Homola (2024) Leveraging Generative AI for Enhanced Marketing Productivity in the Consumer Goods Sector

Juho Kerttula (2024) Generative AI in the industry: Revolution or evolution

Tommi Salmi (2024) Large Language Models for Knowledge Management in B2B Sales: A Case Study

Valeriya Koshevaya (2024) Integration of Large Language Models in Contract Lifecycle Management

Ali Amaan (2025) AI workforce of the future – Enhancing qualitative organizational data analysis through integrated GraphRAG and multi-agent AI systems with comparison to baseline AI

Software projects by SWAI-affiliated researchers

Pruju AI is a teaching assistant that allows students to interact with the teacher’s course materials, under development by Jukka Luoma.

AIVO is an open source tool for running batch analyses on qualitative datasets