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Research

Papers, patents and open lines.

We publish at peer-reviewed venues and protect results with patents where it makes sense. What we learn feeds the product.

Research areas

LLM

Language models

Efficient training, supervised fine-tuning, alignment and evaluation.

RAG

Retrieval-augmented

Hybrid architectures, semantic retrieval and grounding evaluation.

CV

Computer vision

Detection, segmentation and edge deployment for industry.

MLOps

MLOps & evaluation

Reproducible pipelines, observability and tests for AI systems.

Selected publications

  • 2025

    Reproducible evaluation of LLMs in regulated domains

    Itify Research, et al. · arXiv

  • 2024

    Hybrid retrieval for industrial technical documentation

    Itify Research, University Partner · ECAI

  • 2024

    Efficient inline defect detection with compact models

    Itify Research · Workshop @ NeurIPS

Patents

EP-2025-XXXXXX Pending

Contextualized retrieval system for AI applied to industry

ES-2024-XXXXXX Granted

Auditable evaluation method for generative models

Working on an adjacent topic? Let us collaborate.

We are open to industry challenges, EU proposals and academic collaborations.

Let's talk