
Industry Hub
This Industry Hub contains GRAPHIA use cases from commercial, private as well as public organisations working with or providing services to commercial organisations. It showcases how cutting-edge knowledge graph technologies can transform real-world products, services and workflows across sectors. It highlights practical applications where open, interoperable SSH data infrastructure adds value for organisations: from innovative SMEs, publishers, data providers to established tech providers. This hub connects research expertise with commercial needs, accelerating adoption of knowledge graph-enabled services in diverse markets.

GeniusLoci
Bridging geospatial data with socio-cultural informations to unlock deeper territorial insights

Infobip
Bringing federated SSH research within reach of the channels that researchers, students, journalists and the wider public already use to ask questions
L’Harmattan Open Access
Producing structured data for analysing and recording citation networks, and ensuring consistent scientific classification for SSH books

Metaphacts
Bringing knowledge graph platform expertise and an enterprise audience to GRAPHIA’s SSH corpus

MTF Labs AB – Open Minds
Teenagers tackling societal challenges have no legible route into the SSH corpus that should inform their hypotheses
Odoma
Chat with knowledge graphs in plain language and transform structured knowledge into actionable insights

Persée (UAR 3602) – Use Case 2
“Citations as data”, bridging the citation gap, further enabling bibliography for digitised SSH literature

Persée (UAR 3602) – Use Case 1
Overcoming current limitations of knowledge graphs in terms of interoperability and user adoption

Polish Press Agency
Ensuring fast, accurate, and context‑aware classification of price‑sensitive corporate disclosures in financial markets
Sigma Squared
Kafasi is a data-driven platform for small scale agricultural producers, that helps them organise orders, inventories, deliveries and communication with customers

Taylor & Francis
Exploring book level metadata within the area of Cultural Heritage

Ubiquity (part of Paradigm Publishing Services)
Breaking data silos and improving research discoverability in the SSH through knowledge graphs and LLMs
How to Get Involved
Do you have a use case you wish to share?
GRAPHIA is still welcoming suggestions from commercial organisations based in the ERA and working with SSH such as (but not limited to): scholarly and trade publishers; EdTech and research infrastructure providers; data providers and aggregators; SMEs; start-ups; consultancies; organisations exploring data-driven or AI-supported SSH services; and others.
No prior knowledge graph expertise is required, just a motivation to innovate!
You can send us your suggestions at contact@graphia-ssh.eu
Contributing Organisations
We appreciate the support of all the organisations that helped collect use cases and develop this Industry Hub!
