HSE has been a delivery partner in EU Framework Programme, H2020 and Horizon Europe consortia since FP7. We design work packages that live in production, not just white papers, and we bring twenty-five years of commercial engineering discipline to the science.
Three themes thread through almost everything we do in the EU programmes, and the gravity is always toward systems that operators can actually run.
Models that produce defensible outputs in finance, law-enforcement and clinical settings. Evidence chains, not black boxes.
Learning across operators and devices without centralising sensitive data. Production-grade federated pipelines, model orchestration and edge inference.
Domain-specific copilots, retrieval-augmented generation over operational corpora, and agentic workflows, built with evaluation harnesses, guardrails and audit trails from day one.