News (en)

With the increasing adoption of Large Language Models (LLMs) in industry, ensuring trust, transparency and data sovereignty has become critical. Within the TrustInLLM project, Area Analytics introduces AERIALL, a robust RAG-based framework designed for trustworthy AI applications. AERIALL: Bringing Trust to Industrial LLM ApplicationsAERIALL is a Retrieval-Augmented Generation (RAG) framework powered by a locally hosted …

AERIALL: Trustworthy RAG Framework for Explainable LLM Applications in Industry Read More »

Leoben, Austria — April 2026. Belgin Mutlu, Area Manager of Area Analytics, and Thomas Kristan, PhD Student in Area Analytics, represented Pro²Future at the ESTEP “AI4Steel” Conference, held on 15–16 April 2026 at Live Congress Leoben, Austria. The two-day event, organized by the ESTEP Focus Group Smart Factory, brought together researchers, technology providers, and steel …

AI4Steel: Pro²Future at the ESTEP “AI4Steel” Conference in Leoben Read More »

On Monday, May 4, 2026, Pro²Future will host its 4th Scientific Symposium. This year’s event, themed “Cognitive and Sustainable Products and Production Systems of the Future,” focuses on the vital breakthroughs at the intersection of Artificial Intelligence and industrial sustainability. Join us to hear from two top-tier speakers demonstrating how AI and sustainability merge in …

Invitation to the 4th Pro²Future Scientific Symposium Read More »

We are pleased to share that Josef Suschnigg, Area Analytics Researcher at Pro²Future, successfully completed his doctoral defense on November 28, 2025. His dissertation, “Visual Analytics for Data-Driven Decision Support in Industrial Applications,” was carried out as part of his research activities at Pro²Future and developed in collaboration with our industry partners AVL List GmbH …

Doctoral Defense Successfully Completed: Congratulations to Josef Suschnigg Read More »

LINZ. Artificial Intelligence (AI) is the key to the competitiveness of Upper Austria as a business location. At the official launch of the “WunderKInd” campaign by Governor Mag. Thomas Stelzer on April 8, 2026, at the Linz Landhaus, the Pro²Future team demonstrated how applied research makes the leap into industrial practice. The Pro2Future GmbH competence …

WunderKInd Upper Austria: Pro²Future Actively Shapes the Industrial AI Future Read More »

Artificial intelligence is fundamentally transforming the manufacturing industry. Companies that strategically deploy AI, machine learning and cognitive systems gain measurable competitive advantages – in quality assurance, process optimization and automation. The University Course Cognitive Industry Engineering, offered in cooperation with TU Graz Life Long Learning, delivers exactly this competence: scientifically grounded, practice-oriented and directly aligned …

University Course Cognitive Industry Engineering – AI Competence for the Manufacturing Industry Read More »

In mid-March, Pro²Future was represented at this year’s HRI 2026, International Conference on Human-Robot Interaction. As a central platform for Human Robot Interaction, HRI 2026 brought together international experts to discuss the future of human-centered AI and Human-Robot Interaction. Explainability as a Key Enabler of Human-Robot collaboration At the conference, Verena Szojak presented her latest …

Insights from HRI 2026: Empowering Society through Human-Robot Interaction Read More »

On April 24, 2026, Pro²Future will be part of the Lange Nacht der Forschung, showcasing how the future of production is becoming reality. From 5:00 PM to 11:00 PM, visitors are invited to explore interactive demonstrations at the ground floor of Science Park 3, Johannes Kepler University Linz, with free admission. Two stations, one glimpse …

Lange Nacht der Forschung 2026: Experience Pro²Future Read More »

Find the complete record of Pro²Future’s publications via the main menu > Research > Publications. The record has been updated including all publications until end of 2025. Pro²Future is proud to announce the following publication numbers in 2025: 23 scientific journals, 24 peer reviewed conference papers, 5 special talks, 4 awards and honors as well …

Publications Record Update (2025) Read More »

Srijan Shakya has successfully completed his master’s thesis, “Enhancing LLMs Reasoning Capabilities by Including Retrieval.” The work was supervised by Univ.-Prof. Dr. Sepp Hochreiter and Dr. Korbinian Pöppel, MSc. In this thesis, the reliability of large language models (LLMs) in complex reasoning tasks was investigated by treating retrieval as a form of dynamic in-context learning. …

Enhancing LLMs’ Reasoning Capabilities by Including Retrieval: Congratulations to Srijan Shakya Read More »