Built fast. Hard to validate.
Scientific tools are developed too quickly, with limited engineering capacity and little exposure to realistic implementation conditions — difficult to validate and rarely reusable.
For Researchers
Applied research, and your path to impact and knowledge transfer.
We turn ideas, algorithms, and proof-of-concept tools into functioning prototypes, and provide business-driven use cases, evaluated models and frameworks — helping researchers stay focused on foundational research.
The research-to-prototype gap
Good science, stuck before validation
Principal Investigators and Senior Researchers face rushed software development — scientific tools built without real-world data, production-grade environments, or dedicated engineering expertise.
Engineering eats research time.
Academic teams end up compensating for missing software and semantic engineering support instead of focusing on research and publishing.
Promising concepts, never applied.
Without a stronger bridge to validation and reuse, promising concepts remain harder to test, transfer, and apply in real-world settings.
We offer applied ontology engineering, TRL 2–7 software development, and domain expertise in eGovernment, smart cities, mobility, and data-driven innovation.
What we deliver
Scientifically rigorous. Ready for the real world.
Meaningfy combines academic-level semantic expertise with industry-grade software development to build tools and prototypes that are both scientifically rigorous and ready for real-world use.
Research-grade prototyping.
We help researchers transform conceptual models into reliable software prototypes (TRL 1–3) that improve the chances of reaching real-world validation (TRL 4–7), through advanced ontology engineering and research-grade prototyping.
Ontology and vocabulary development.
We support academic teams with ontology design, taxonomy development, and vocabulary management that follow semantic standards and good practice — models that are reusable, interoperable, and publication-ready.
Methodological support for applied research.
We help academic teams build rigorous, applicable methodologies grounded in applied use cases and ready for both validation and publication.
Horizon Europe
Partner with Meaningfy in Horizon Europe projects
As research partner or industry partner — in RIA, IA, and CSA actions, plus bilateral projects through FNR's INTER programme, JUMP projects, and industrial fellowships.
Methods, models, and ontologies.
- Applied research across RIA, IA, and CSA contexts
- Data-to-ontology mappings, conceptual modelling, and ontology engineering
- Software development for early-stage research — TRL advancement from 2 to 6
- Innovation actions as technical co-investigator or use case partner
- Methodological contributions for proof-of-concepts and experimental setups
- Support in dissemination, open science, and knowledge transfer
- Use cases in B2G such as eGovernment and interoperability
Prototypes, tooling, and TRL advancement.
- Support for TRL advancement from TRL 5 to 7
- Add semantics to data and information
- Work at the intersection of UML, RDF, OWL, SHACL, and application profiles
- Tools for mapping semi-structured data to ontologies
- Develop practical, deployable ontologies
- Use cases in eGovernment and interoperability
- Expertise in digital twins, mobility, smart cities, GIS, and agriculture
We collaborate with universities, research institutes, government bodies, and industry partners involved in applied research, digital innovation, and semantic technology development.
FAQ
Common questions about our role in research projects
Meaningfy acts as a technical co-investigator for research projects. We specialise in early-stage software prototyping (TRL 1–3), advancing it toward real-world validation (TRL 4–6), and building robust ontologies, vocabularies, and taxonomies aligned with academic and industry standards.
We collaborate with universities, research institutes, government bodies, and industry partners involved in applied research, digital innovation, and semantic technology development.
Within Horizon Europe, we can partner in Research and Innovation Actions (RIA), Innovation Actions (IA), and Coordination and Support Actions (CSA). Other instruments include bilateral projects through FNR's INTER programme, JUMP projects, industrial fellowships, and similar collaboration formats.
We contribute either as a research partner — through method and ontology development, conceptual modelling, and semantics-driven experimentation — or as an industry partner, through software prototyping, semantic tooling, data integration, and implementation-oriented scenarios.
We combine PhD-level semantic expertise with industry-grade engineering, ensuring prototypes are not only academically rigorous but also scalable, reusable, and ready for real-world application.
Let's discuss a project, collaboration, or partnership
A short conversation is usually enough to see whether the fit is real, where Meaningfy could contribute, and what the most useful next step would be.
Partner with us
Research partner · Industry partner · RIA / IA / CSA