Research & Development

Research and Development is a cornerstone of Omnys. We’re always one step ahead, exploring emerging technologies in the fields of IoT, machine learning, NLP, and AI to bring tomorrow’s projects and services to life today.

OUR APPROACH

Continuous innovation since 1999

Omnys maintains a constant focus on the future by actively participating in European projects and collaborating with national and international academic partners. The results of our research are directly integrated into the products and services we offer our clients, including the Omnyscient and Omnyvore platforms.

Our R&D activities address the challenges faced by SMEs, major players and industrial organizations, with a constant focus on efficiency and evolving industry needs.


4

Published papers

Presented at international conferences

8

Academic partners

European universities and research centers

1

Best Paper Award

IntelliSys 2025 — Amsterdam

Research areas

Generative AI Machine Learning NLP Internet of Things RAG Information Retrieval Neural Networks Computer Vision LLM Deep Learning

Publications

Scientific Contributions

Our researchers contribute to the scientific community by presenting papers at major international conferences.

Amsterdam, August 28–29, 2025

“Domain-Specific and Cross-Lingual Synthetic Data Generation for Information Retrieval Training in RAG Applications” BEST PAPER AWARD

Awarded the Best Paper Award at the 11th Intelligent Systems Conference (IntelliSys 2025). The paper presents an innovative approach to generating cross-linguistic and domain-specific synthetic data to improve the accuracy of information retrieval systems in business contexts, laying the groundwork for increasingly effective Generative AI applications in the enterprise.

RAG NLP Information Retrieval Synthetic Data LLM

Padua, July 18–23, 2022

“Beyond Transformers: fault type detection in maintenance tickets with Kernel Methods, Boost Decision Trees and Neural Networks” IEEE WCCI 2022

Accepted paper al IEEE World Congress on Computational Intelligence Society, nell’ambito di Neural Networks, Fuzzy Systems e Evolutionary Computation.

Transformers Fault Detection Kernel Methods Neural Networks

Amsterdam, September 3–4, 2020

“Food Classification for Inflammation Detection Through Ingredient Label Analysis: A Real-World NLP Case Study” IntelliSys 2020

Published at the Intelligent Systems Conference (IntelliSys) 2020 in Amsterdam, in the Artificial Intelligence — Natural Language Processing section.

NLP Food Classification Text Analysiss

Bruges (Belgium), October 2–4, 2020

“Language processing in the era of deep learning”ESANN 2020

Published at the European Symposium on Artificial Neural Networks, Computational Intelligence, and Machine Learning (ESANN 2020).

Deep Learning NLP Neural Networks

Are you interested in our research activities?

We are open to partnerships with universities, research centers, and innovative companies. Contact us to explore opportunities for collaboration.