Publications

Academic publications

Digitalization and AI in the B2B Supply Chain Context

Saarelma, E., Mahlamäki, T., & Jääskeläinen, A. (2026). In A. Lindgreen, T. Fotiadis, C. Pardo, A. D. Benedetto, D. Folinas, & P. Naudé (Eds.), Handbook of Industrial Marketing (pp. 516–533). SAGE Publishing. (Sage Handbook of Industrial Marketing)

Link to publication of article Digitalization and AI in the B2B Supply Chain Context

Conference publications

AI adoption dynamics in Purchasing and Supply Management: Accelerators and Decelerators

Jyote, A. K., Jääskeläinen, A., Koivisto, E., & Delke, V. (2026). IPSERA Conference, Helsinki.

Natural Language Processing for Proactive Supplier Performance Management

Koivisto, E., Saarelma, E., & Jääskeläinen, A., (2026). IPSERA Conference, Helsinki.

AI-Enabled Dynamic Capabilities for Supply Chain Resilience: From Disruption Preparedness to Antifragility

Taheriruh, M., Koivisto, E., Safarpour, A., Jääskeläinen, A., & Nenonen, N. (2026). IPSERA Conference, Helsinki.

Benchmarking Large Language Models for Reputational Risk Assessment in Supply Chains: A Case Study

Davoodi, L., Salimi, S., Jyote, A. K., Mezei, J., & Ginter, F. (2025). 29th International Symposium on Logistics, Wiesbaden.

Link to publication of article Benchmarking Large Language Models for Reputational Risk Assessment in Supply Chains: A Case Study

AI integration in Purchasing and Supply Management: The role of competencies and maturity in driving performance

Saarelma, E., & Jääskeläinen, A. (2025). EurOMA Conference, Milan.

The willingness of companies to adopt AI for Sustainable Purchasing and Supply Management Practices

Jyote, A. K., & Jääskeläinen, A. (2025). EurOMA Conference, Milan.

Improving Performance with AI-driven Purchasing and Supply Management Practices

Saarelma, E., & Jääskeläinen, A. (2025). IPSERA Conference, Rotterdam.

Master's theses

Adding value to Human Resource processes with Artificial Intelligence

Saari, Johannes (2026)

Link to publication of article Adding value to Human Resource processes with Artificial Intelligence

AI-driven Supplier Performance Management: Natural Language Processing applications

Koivisto, Ella (2025)

Link to publication of article AI-driven Supplier Performance Management: Natural Language Processing applications

Potential of Artificial Intelligence in Supply Chain Management

Kyntäjä, Henna (2025)

Link to publication of article Potential of Artificial Intelligence in Supply Chain Management

Other publications (in Finnish)

NLP-tekoälyteknologia mahdollistaa proaktiivisen toimittajien suorituskyvyn hallinnan

Suomen toimitusketjun- ja tuotannonohjausyhdistys STO ry: Stoori-jäsenlehti 1/2026

Tekoälyn käyttötapaukset hankinnassa ja toimitusketjun hallinnassa

Osto&Logistiikka 2/2025 (pp. 32-33)

Link to publication of article Tekoälyn käyttötapaukset hankinnassa ja toimitusketjun hallinnassa

Tekoälyn mahdollisuudet henkilöstöhallinnossa: Näin tekoäly uudistaa HR:n

Integrata 2/2025

Link to publication of article Tekoälyn mahdollisuudet henkilöstöhallinnossa: Näin tekoäly uudistaa HR:n