Publications

Shubina, Viktoriia – Ranti, Tuomas – Juppo, Anne & Mäkilä, Tuomas (2026) Engineering Data Architectures for AI/ML Integration in Regulated Manufacturing. International Conference on Software Business, Lecture Notes in Business Information Processing, LNBIP, vol. 574, p. 41–57.

Villman, Tero & Kuusi, Osmo (2025) Developing the Futures Map Framework–an integrative hybrid foresight approach. European Journal of Futures Research, 13(1), p. 14.
> Read a blog post about the article

Bounab, Yazid – Antikainen, Osmo – Sivén, Mia & Juppo, Anne (2025) Advancing Direct Tablet Compression with AI: A multi-task framework for quality control, batch acceptance, and causal analysis. European Journal of Pharmaceutical Sciences, 107142.
> Read a blog post about the article

Computerised Systems and Gmp: Regulation of Digital Solutions in Pharmaceutical Manufacturing
Report of LLF Regulation Event #1 organised on 5 February 2025.