{
  "updated": "2026-09-30",
  "topics": [
    {
      "slug": "ai-agents",
      "en": {
        "name": "AI agents & knowledge",
        "description": "How can AI systems find evidence, use tools and work with shared knowledge? Explore the researchers and initiatives connecting agentic AI with structured, traceable information."
      },
      "de": {
        "name": "KI-Agenten & Wissen",
        "description": "Wie finden KI-Systeme Belege, nutzen Werkzeuge und arbeiten mit geteiltem Wissen? Entdecke Forschung und Initiativen, die KI-Agenten mit strukturierten, nachvollziehbaren Informationen verbinden."
      }
    },
    {
      "slug": "knowledge-graphs",
      "en": {
        "name": "Knowledge graphs",
        "description": "Connections give information context. Meet the people and initiatives working with linked data, semantic technologies and interoperable knowledge that can travel between systems."
      },
      "de": {
        "name": "Wissensgraphen",
        "description": "Verbindungen geben Informationen Kontext. Lerne Menschen und Initiativen kennen, die an Linked Data, semantischen Technologien und systemübergreifend nutzbarem Wissen arbeiten."
      }
    },
    {
      "slug": "open-data",
      "en": {
        "name": "Open data",
        "description": "Open data becomes useful when people can find it, understand it and build with it. Explore practical work on reuse, discoverability and the public value of shared information."
      },
      "de": {
        "name": "Offene Daten",
        "description": "Offene Daten werden nützlich, wenn Menschen sie finden, verstehen und weiterverwenden können. Entdecke praktische Arbeit zu Nachnutzung, Auffindbarkeit und dem gesellschaftlichen Wert geteilter Informationen."
      }
    },
    {
      "slug": "knowledge-management",
      "en": {
        "name": "Knowledge management",
        "description": "Sharing knowledge takes more than publishing a document. Explore learning, collaboration and organisational practices that help experience become something others can use."
      },
      "de": {
        "name": "Wissensmanagement",
        "description": "Wissen zu teilen bedeutet mehr, als ein Dokument zu veröffentlichen. Entdecke Lernen, Zusammenarbeit und organisatorische Ansätze, die Erfahrung für andere nutzbar machen."
      }
    },
    {
      "slug": "open-science",
      "en": {
        "name": "Open science",
        "description": "Research moves forward through work that others can inspect, discuss and build on. Discover connections between scientific communities, open knowledge and responsible AI research."
      },
      "de": {
        "name": "Offene Wissenschaft",
        "description": "Forschung entwickelt sich durch Arbeit weiter, die andere prüfen, diskutieren und nutzen können. Entdecke Verbindungen zwischen Wissenschaft, offenem Wissen und verantwortungsvoller KI-Forschung."
      }
    },
    {
      "slug": "digital-heritage",
      "en": {
        "name": "Digital cultural heritage",
        "description": "Collections tell richer stories when their information connects. Explore cultural data, linked knowledge and tools that help institutions describe, enrich and share their collections."
      },
      "de": {
        "name": "Digitales Kulturerbe",
        "description": "Sammlungen erzählen mehr, wenn ihre Informationen zusammenfinden. Entdecke Kulturdaten, verknüpftes Wissen und Werkzeuge zum Beschreiben, Anreichern und Teilen von Sammlungen."
      }
    },
    {
      "slug": "community-learning",
      "en": {
        "name": "Community & learning",
        "description": "An ecosystem grows through people who make introductions, share experience and keep collaboration moving. Find routes into training, community activity and day-to-day coordination."
      },
      "de": {
        "name": "Community & Lernen",
        "description": "Ein Ökosystem wächst durch Menschen, die Kontakte herstellen, Erfahrungen teilen und Zusammenarbeit ermöglichen. Finde Zugänge zu Weiterbildung, Community-Aktivitäten und alltäglicher Koordination."
      }
    }
  ],
  "profiles": [
    {
      "slug": "frederik-bauer",
      "name": "Frederik Bauer",
      "kind": "person",
      "topics": [
        "ai-agents",
        "knowledge-graphs",
        "open-science"
      ],
      "image": "/assets/ecosystem/frederik-bauer.jpg",
      "website": "https://research.wu.ac.at/de/persons/ce816e1c-5e80-4f13-8179-459e41ef9dab",
      "en": {
        "role": "Expert · AI agents & knowledge",
        "summary": "Connecting AI agents, semantic technologies and knowledge-graph question answering.",
        "paragraphs": [
          "Frederik Bauer works on the intersection of AI agents and structured knowledge. His research includes how language-model agents discover and query information across knowledge graphs.",
          "He co-authored Agentic SPARQL, a preprint evaluating agents that use the Model Context Protocol to work with federated SPARQL queries. The SymGenAI4Sci 2026 programme also lists him on its organising committee, with WU Vienna and Dobriy AI."
        ],
        "focus": [
          "Agentic knowledge-graph question answering",
          "SPARQL, federation and tool use",
          "Symbolic and generative AI for science"
        ]
      },
      "de": {
        "role": "Experte · KI-Agenten & Wissen",
        "summary": "Verbindet KI-Agenten, semantische Technologien und die Abfrage von Wissensgraphen.",
        "paragraphs": [
          "Frederik Bauer arbeitet an der Schnittstelle von KI-Agenten und strukturiertem Wissen. Seine Forschung untersucht unter anderem, wie Sprachmodell-Agenten Informationen in verschiedenen Wissensgraphen finden und abfragen.",
          "Er ist Mitautor von Agentic SPARQL, einem Preprint zur Evaluation von Agenten, die über das Model Context Protocol mit föderierten SPARQL-Abfragen arbeiten. Das Programm von SymGenAI4Sci 2026 führt ihn außerdem im Organisationsteam mit WU Wien und Dobriy AI."
        ],
        "focus": [
          "Agentenbasierte Abfrage von Wissensgraphen",
          "SPARQL, Föderation und Werkzeugnutzung",
          "Symbolische und generative KI für die Wissenschaft"
        ]
      },
      "sources": [
        {
          "title": "Agentic SPARQL · research preprint",
          "url": "https://arxiv.org/abs/2603.06582"
        },
        {
          "title": "SymGenAI4Sci 2026 · organising committee",
          "url": "https://sga4s.semantic.foundation/"
        }
      ],
      "image_credit": {
        "title": "Portrait: SymGenAI4Sci 2026",
        "url": "https://sga4s.semantic.foundation/"
      },
      "affiliations": [
        "wu-vienna",
        "dobriy-ai"
      ],
      "featured": true,
      "url": "https://okat.at/ecosystem/frederik-bauer/"
    },
    {
      "slug": "daniel-dobriy",
      "name": "Daniel Dobriy",
      "kind": "person",
      "topics": [
        "open-data",
        "ai-agents",
        "knowledge-graphs",
        "open-science"
      ],
      "image": "/assets/images/daniel-dobriy.jpg",
      "website": "https://dobriy.ai/about",
      "en": {
        "role": "Director · Open Knowledge Austria",
        "summary": "Connecting the Austrian open knowledge initiative with research, practical tools and collaboration.",
        "paragraphs": [
          "Daniel Dobriy is Director of Open Knowledge Austria. His role brings together the initiative’s direction, collaborations and practical work on making knowledge accessible and useful.",
          "His research connects semantic technologies with AI. He is a co-author of Agentic SPARQL and an organiser of the Symbolic and Generative AI for Science workshop. These interests link questions about open knowledge with the tools and evidence that AI systems use."
        ],
        "focus": [
          "Open knowledge and public-interest technology",
          "Knowledge graphs and agentic AI",
          "Research and community collaboration"
        ]
      },
      "de": {
        "role": "Director · Open Knowledge Austria",
        "summary": "Verbindet die österreichische Open-Knowledge-Initiative mit Forschung, Werkzeugen und Zusammenarbeit.",
        "paragraphs": [
          "Daniel Dobriy ist Director von Open Knowledge Austria. Er arbeitet an der Ausrichtung der Initiative, an Kooperationen und an praktischen Wegen, Wissen zugänglich und nutzbar zu machen.",
          "Seine Forschung verbindet semantische Technologien mit KI. Er ist Mitautor von Agentic SPARQL und Mitorganisator des Workshops Symbolic and Generative AI for Science. Dabei treffen Fragen zu offenem Wissen auf die Werkzeuge und Belege, mit denen KI-Systeme arbeiten."
        ],
        "focus": [
          "Offenes Wissen und gemeinwohlorientierte Technologie",
          "Wissensgraphen und KI-Agenten",
          "Forschung und Zusammenarbeit"
        ]
      },
      "sources": [
        {
          "title": "Open Knowledge Austria · team",
          "url": "https://okat.at/#team"
        },
        {
          "title": "Dobriy AI · about",
          "url": "https://dobriy.ai/about"
        },
        {
          "title": "Agentic SPARQL · research preprint",
          "url": "https://arxiv.org/abs/2603.06582"
        }
      ],
      "image_credit": {
        "title": "Portrait: Dobriy AI",
        "url": "https://dobriy.ai/about"
      },
      "core": true,
      "affiliations": [
        "dobriy-ai",
        "wu-vienna"
      ],
      "url": "https://okat.at/ecosystem/daniel-dobriy/"
    },
    {
      "slug": "alina-halaburda",
      "name": "Alina Halaburda",
      "kind": "person",
      "topics": [
        "community-learning"
      ],
      "image": "/assets/images/alina-halaburda.jpg",
      "website": "https://dobriy.ai/about",
      "en": {
        "role": "Coordinator · Open Knowledge Austria",
        "summary": "Helping people, communication and everyday collaboration stay connected.",
        "paragraphs": [
          "Alina Halaburda is Coordinator at Open Knowledge Austria. She supports the practical side of working together: communication, coordination and keeping the initiative’s day-to-day activities organised.",
          "At Dobriy AI, her work spans operations and communications, including contact with clients and partners. In the Austrian initiative, that experience helps turn conversations and introductions into sustained collaboration."
        ],
        "focus": [
          "Community coordination",
          "Operations and communication",
          "Supporting collaboration"
        ]
      },
      "de": {
        "role": "Koordinatorin · Open Knowledge Austria",
        "summary": "Verbindet Menschen, Kommunikation und die alltägliche Zusammenarbeit.",
        "paragraphs": [
          "Alina Halaburda ist Koordinatorin bei Open Knowledge Austria. Sie unterstützt die praktische Zusammenarbeit: Kommunikation, Abstimmung und die Organisation der alltäglichen Aktivitäten der Initiative.",
          "Bei Dobriy AI arbeitet sie in Operations und Kommunikation, unter anderem im Kontakt mit Kunden und Partnern. Diese Erfahrung hilft dabei, Gespräche und neue Kontakte in dauerhafte Zusammenarbeit zu übersetzen."
        ],
        "focus": [
          "Community-Koordination",
          "Organisation und Kommunikation",
          "Zusammenarbeit unterstützen"
        ]
      },
      "sources": [
        {
          "title": "Open Knowledge Austria · team",
          "url": "https://okat.at/#team"
        },
        {
          "title": "Dobriy AI · operations and communications",
          "url": "https://dobriy.ai/about"
        }
      ],
      "image_credit": {
        "title": "Portrait: Dobriy AI",
        "url": "https://dobriy.ai/about"
      },
      "core": true,
      "affiliations": [
        "dobriy-ai"
      ],
      "url": "https://okat.at/ecosystem/alina-halaburda/"
    },
    {
      "slug": "shahrom-sohi",
      "name": "Shahrom Sohi",
      "kind": "person",
      "topics": [
        "community-learning"
      ],
      "image": "/assets/images/shahrom-sohi.jpg",
      "website": "https://dobriy.ai/about",
      "en": {
        "role": "Treasurer · Open Knowledge Austria",
        "summary": "Financial stewardship and transparent management of the initiative’s resources.",
        "paragraphs": [
          "Shahrom Sohi is Treasurer of Open Knowledge Austria. He supports the financial stewardship that helps the initiative organise its work and use its resources responsibly.",
          "His role sits alongside the Director and Coordinator in the core team. For enquiries about the Austrian initiative, its activities or possible collaboration, the shared contact is office@okat.at."
        ],
        "focus": [
          "Financial stewardship",
          "Transparent resource management",
          "Supporting the Austrian initiative"
        ]
      },
      "de": {
        "role": "Treasurer · Open Knowledge Austria",
        "summary": "Finanzielle Verantwortung und transparente Verwaltung der Ressourcen der Initiative.",
        "paragraphs": [
          "Shahrom Sohi ist Treasurer von Open Knowledge Austria. Er übernimmt finanzielle Verantwortung und unterstützt einen nachvollziehbaren, verantwortungsvollen Umgang mit den Ressourcen der Initiative.",
          "Gemeinsam mit dem Director und der Koordinatorin gehört er zum Kernteam. Für Fragen zur österreichischen Initiative, ihren Aktivitäten oder einer möglichen Zusammenarbeit ist office@okat.at die gemeinsame Kontaktadresse."
        ],
        "focus": [
          "Finanzielle Verantwortung",
          "Transparente Ressourcenverwaltung",
          "Unterstützung der österreichischen Initiative"
        ]
      },
      "sources": [
        {
          "title": "Open Knowledge Austria · officers",
          "url": "https://okat.at/imprint/"
        },
        {
          "title": "Dobriy AI · about",
          "url": "https://dobriy.ai/about"
        }
      ],
      "image_credit": {
        "title": "Portrait: Dobriy AI",
        "url": "https://dobriy.ai/about"
      },
      "core": true,
      "url": "https://okat.at/ecosystem/shahrom-sohi/"
    },
    {
      "slug": "km-a",
      "name": "KM-A",
      "kind": "organisation",
      "topics": [
        "knowledge-management",
        "community-learning"
      ],
      "image": "/assets/ecosystem/km-a.png",
      "website": "https://km-a.net/",
      "en": {
        "role": "Knowledge Management Associates",
        "summary": "Knowledge-management education, consulting and a community of practice in Austria and beyond.",
        "paragraphs": [
          "KM-A combines training, consulting and practice-oriented work on knowledge management. Its Academy, Associates and Austria strands connect professional education with organisational experience.",
          "Its work covers how organisations retain experience, support knowledge sharing and develop their knowledge practices. Courses and community formats offer ways to learn from practitioners and apply that learning in everyday work."
        ],
        "focus": [
          "Knowledge-management education",
          "Knowledge sharing and organisational learning",
          "Communities of practice"
        ]
      },
      "de": {
        "role": "Knowledge Management Associates",
        "summary": "Weiterbildung, Beratung und eine Wissensmanagement-Community in Österreich und darüber hinaus.",
        "paragraphs": [
          "KM-A verbindet Weiterbildung, Beratung und praxisorientiertes Wissensmanagement. Die Bereiche Academy, Associates und Austria bringen berufliche Qualifizierung und organisatorische Erfahrung zusammen.",
          "Im Mittelpunkt stehen der Erhalt von Erfahrung, der Wissensaustausch und die Entwicklung von Wissenspraktiken in Organisationen. Kurse und Community-Formate schaffen Zugänge zum Lernen mit Praktikern und zur Anwendung im Arbeitsalltag."
        ],
        "focus": [
          "Weiterbildung im Wissensmanagement",
          "Wissenstransfer und organisationales Lernen",
          "Communities of Practice"
        ]
      },
      "sources": [
        {
          "title": "KM-A · education, consulting and community",
          "url": "https://km-a.net/"
        },
        {
          "title": "KM-A · connection to K4DP",
          "url": "https://km-a.net/community/k4dp/"
        }
      ],
      "image_credit": {
        "title": "Logo: KM-A",
        "url": "https://km-a.net/"
      },
      "url": "https://okat.at/ecosystem/km-a/"
    },
    {
      "slug": "k4dp",
      "name": "K4DP",
      "kind": "organisation",
      "topics": [
        "knowledge-management",
        "community-learning"
      ],
      "image": "/assets/ecosystem/k4dp.png",
      "website": "https://k4dp.org/",
      "en": {
        "role": "Knowledge for Development Partnership",
        "summary": "Connecting knowledge practices with sustainable development and inclusive knowledge societies.",
        "paragraphs": [
          "The Knowledge for Development Partnership is a nonprofit organisation advancing knowledge as a foundation for sustainable development. Its work connects people and organisations around the Agenda Knowledge for Development.",
          "The partnership combines learning with practical collaboration. Its Knowledge for Development Challenges support participants in developing knowledge-management approaches for their organisations and wider communities."
        ],
        "focus": [
          "Knowledge for sustainable development",
          "Knowledge partnerships",
          "Learning and capacity building"
        ]
      },
      "de": {
        "role": "Knowledge for Development Partnership",
        "summary": "Verbindet Wissenspraktiken mit nachhaltiger Entwicklung und inklusiven Wissensgesellschaften.",
        "paragraphs": [
          "Die Knowledge for Development Partnership ist eine gemeinnützige Organisation, die Wissen als Grundlage nachhaltiger Entwicklung stärkt. Ihre Arbeit verbindet Menschen und Organisationen rund um die Agenda Knowledge for Development.",
          "Die Partnerschaft verbindet Lernen mit praktischer Zusammenarbeit. Ihre Knowledge for Development Challenges unterstützen Teilnehmende dabei, Wissensmanagement für ihre Organisationen und ihr weiteres Umfeld zu entwickeln."
        ],
        "focus": [
          "Wissen für nachhaltige Entwicklung",
          "Wissenspartnerschaften",
          "Lernen und Kompetenzentwicklung"
        ]
      },
      "sources": [
        {
          "title": "K4DP · mission",
          "url": "https://k4dp.org/"
        },
        {
          "title": "Knowledge for Development Challenges",
          "url": "https://k4dp.org/k4d-challenge/"
        },
        {
          "title": "KM-A · K4DP",
          "url": "https://km-a.net/community/k4dp/"
        }
      ],
      "image_credit": {
        "title": "Logo: K4DP, via KM-A",
        "url": "https://km-a.net/community/k4dp/"
      },
      "url": "https://okat.at/ecosystem/k4dp/"
    },
    {
      "slug": "dobriy-ai",
      "name": "Dobriy AI",
      "kind": "organisation",
      "topics": [
        "ai-agents",
        "knowledge-graphs",
        "open-data"
      ],
      "image": "/assets/ecosystem/dobriy-ai.svg",
      "website": "https://dobriy.ai/",
      "en": {
        "role": "Applied AI & semantic technologies",
        "summary": "Bringing knowledge graphs, AI agents and research into practical tools and services.",
        "paragraphs": [
          "Dobriy AI works with semantic technologies and artificial intelligence, connecting research with practical software and knowledge infrastructure. Its public research work includes knowledge graphs, agentic AI and the use of structured information by language models.",
          "The company operates Open Data Inside, the badge platform that makes open-data reuse visible. Its website also presents its research activity and connections with the Austrian and European AI community."
        ],
        "focus": [
          "Knowledge graphs and semantic technologies",
          "Applied AI and agentic systems",
          "Open Data Inside"
        ]
      },
      "de": {
        "role": "Angewandte KI & semantische Technologien",
        "summary": "Bringt Wissensgraphen, KI-Agenten und Forschung in praktische Werkzeuge und Dienste.",
        "paragraphs": [
          "Dobriy AI arbeitet mit semantischen Technologien und künstlicher Intelligenz und verbindet Forschung mit praktischer Software und Wissensinfrastruktur. Zur veröffentlichten Forschungsarbeit gehören Wissensgraphen, agentenbasierte KI und strukturierte Informationen für Sprachmodelle.",
          "Das Unternehmen betreibt Open Data Inside, die Badge-Plattform für sichtbare Open-Data-Nachnutzung. Seine Website stellt außerdem Forschungsarbeiten und Verbindungen zur österreichischen und europäischen KI-Community vor."
        ],
        "focus": [
          "Wissensgraphen und semantische Technologien",
          "Angewandte KI und Agentensysteme",
          "Open Data Inside"
        ]
      },
      "sources": [
        {
          "title": "Dobriy AI · about",
          "url": "https://dobriy.ai/about"
        },
        {
          "title": "Dobriy AI · research",
          "url": "https://dobriy.ai/research"
        },
        {
          "title": "Open Data Inside · legal information",
          "url": "https://opendatainside.org/en/imprint"
        }
      ],
      "image_credit": {
        "title": "Logo: Dobriy AI",
        "url": "https://dobriy.ai/"
      },
      "url": "https://okat.at/ecosystem/dobriy-ai/"
    },
    {
      "slug": "wu-vienna",
      "name": "WU Vienna",
      "kind": "organisation",
      "topics": [
        "knowledge-graphs",
        "ai-agents",
        "open-science"
      ],
      "image": "/assets/ecosystem/wu.png",
      "website": "https://www.wu.ac.at/en/dpkm",
      "en": {
        "role": "Vienna University of Economics and Business",
        "summary": "A research connection through the Institute for Data, Process and Knowledge Management.",
        "paragraphs": [
          "WU Vienna’s Institute for Data, Process and Knowledge Management studies the technologies and practices that help organisations work with data and knowledge. Its research connects semantic technologies with data management and AI.",
          "The institute offers a point of connection between the Austrian research community and questions explored in this ecosystem, including knowledge graphs and the use of structured data by AI agents. Follow the institute’s own website for its team, publications and current research."
        ],
        "focus": [
          "Data, process and knowledge management",
          "Semantic technologies and knowledge graphs",
          "Research and education"
        ]
      },
      "de": {
        "role": "Wirtschaftsuniversität Wien",
        "summary": "Eine Forschungsverbindung über das Institut für Data, Process and Knowledge Management.",
        "paragraphs": [
          "Das Institut für Data, Process and Knowledge Management der WU Wien erforscht Technologien und Praktiken für die Arbeit mit Daten und Wissen in Organisationen. Es verbindet semantische Technologien mit Datenmanagement und KI.",
          "Das Institut bietet einen Anknüpfungspunkt zwischen der österreichischen Forschung und Themen dieses Ökosystems, darunter Wissensgraphen und strukturierte Daten für KI-Agenten. Informationen zu Team, Publikationen und aktueller Forschung finden sich auf der Institutswebsite."
        ],
        "focus": [
          "Daten-, Prozess- und Wissensmanagement",
          "Semantische Technologien und Wissensgraphen",
          "Forschung und Lehre"
        ]
      },
      "sources": [
        {
          "title": "WU Vienna · Institute for Data, Process and Knowledge Management",
          "url": "https://www.wu.ac.at/en/dpkm"
        },
        {
          "title": "SymGenAI4Sci · research community",
          "url": "https://sga4s.semantic.foundation/"
        }
      ],
      "image_credit": {
        "title": "Logo: WU Vienna, via Dobriy AI",
        "url": "https://dobriy.ai/about"
      },
      "feature_image": {
        "src": "/assets/ecosystem/wu-library.jpg",
        "en": "Inside the Library and Learning Center at WU Vienna, with its sweeping white walkways and angular architecture.",
        "de": "Im Library and Learning Center der WU Wien: geschwungene weiße Wege und markante Architektur.",
        "credit": "Alexander Migl",
        "source": "https://commons.wikimedia.org/wiki/File:WU_Wien,_Library_and_Learning_Center_Vienna_19-20_IMG_2131.jpg",
        "license": "CC BY-SA 4.0",
        "license_url": "https://creativecommons.org/licenses/by-sa/4.0/"
      },
      "url": "https://okat.at/ecosystem/wu-vienna/"
    },
    {
      "slug": "bilateral-ai",
      "name": "Bilateral AI",
      "kind": "initiative",
      "topics": [
        "ai-agents",
        "knowledge-graphs",
        "open-science"
      ],
      "image": "/assets/ecosystem/bilateral-ai.jpg",
      "website": "https://www.bilateral-ai.net/",
      "en": {
        "role": "Austrian Cluster of Excellence",
        "summary": "Bringing symbolic reasoning and machine learning together to study broader AI capabilities.",
        "paragraphs": [
          "Bilateral AI is an Austrian research cluster investigating how symbolic and sub-symbolic approaches can work together. It connects learning-based methods with the representation of knowledge and reasoning.",
          "Its research modules cover graph structures, context, knowledge and learning, reasoning, causality, explainability, ethics and evaluation. The programme provides a research context for questions about how AI can work with explicit, connected knowledge."
        ],
        "focus": [
          "Symbolic and sub-symbolic AI",
          "Knowledge, learning and reasoning",
          "Explainability and evaluation"
        ]
      },
      "de": {
        "role": "Österreichischer Exzellenzcluster",
        "summary": "Verbindet symbolisches Schlussfolgern und maschinelles Lernen für umfassendere KI-Fähigkeiten.",
        "paragraphs": [
          "Bilateral AI ist ein österreichischer Forschungscluster, der das Zusammenspiel symbolischer und subsymbolischer Ansätze untersucht. Er verbindet lernbasierte Methoden mit Wissensrepräsentation und Schlussfolgern.",
          "Die Forschungsmodule behandeln Graphstrukturen, Kontext, Wissen und Lernen, Reasoning, Kausalität, Erklärbarkeit, Ethik und Evaluation. Das Programm bildet einen Forschungskontext für die Arbeit von KI mit explizitem, vernetztem Wissen."
        ],
        "focus": [
          "Symbolische und subsymbolische KI",
          "Wissen, Lernen und Schlussfolgern",
          "Erklärbarkeit und Evaluation"
        ]
      },
      "sources": [
        {
          "title": "Bilateral AI · research programme",
          "url": "https://www.bilateral-ai.net/research"
        },
        {
          "title": "Bilateral AI · cluster",
          "url": "https://www.bilateral-ai.net/"
        }
      ],
      "image_credit": {
        "title": "Logo: Bilateral AI, via Dobriy AI",
        "url": "https://dobriy.ai/about"
      },
      "url": "https://okat.at/ecosystem/bilateral-ai/"
    },
    {
      "slug": "ai-at",
      "name": "AI:AT",
      "kind": "initiative",
      "topics": [
        "ai-agents",
        "community-learning"
      ],
      "image": "/assets/ecosystem/ai-at.png",
      "website": "https://ai-at.eu/en/",
      "en": {
        "role": "AI Factory Austria",
        "summary": "Infrastructure, expertise and learning opportunities for putting AI into practice.",
        "paragraphs": [
          "AI Factory Austria, AI:AT, supports the use of AI through computing infrastructure, technical expertise and connections across industry, public administration and research.",
          "Its services span orientation, implementation, trustworthy AI and skills development. Trainings, events and ecosystem activities offer routes into the Austrian AI community for organisations developing their capabilities."
        ],
        "focus": [
          "AI infrastructure and practical support",
          "Training and skills development",
          "Austrian AI ecosystem"
        ]
      },
      "de": {
        "role": "AI Factory Austria",
        "summary": "Infrastruktur, Expertise und Lernangebote für die praktische Nutzung von KI.",
        "paragraphs": [
          "AI Factory Austria, AI:AT, unterstützt die Nutzung von KI mit Recheninfrastruktur, technischer Expertise und Verbindungen zwischen Wirtschaft, öffentlicher Verwaltung und Forschung.",
          "Das Angebot reicht von Orientierung und Umsetzung über vertrauenswürdige KI bis zur Kompetenzentwicklung. Trainings, Veranstaltungen und Ökosystem-Aktivitäten eröffnen Organisationen Zugänge zur österreichischen KI-Community."
        ],
        "focus": [
          "KI-Infrastruktur und praktische Unterstützung",
          "Training und Kompetenzentwicklung",
          "Österreichisches KI-Ökosystem"
        ]
      },
      "sources": [
        {
          "title": "AI:AT · services and ecosystem",
          "url": "https://ai-at.eu/en/"
        },
        {
          "title": "AI:AT · public programme",
          "url": "https://ai-at.eu/"
        }
      ],
      "image_credit": {
        "title": "Logo: AI:AT, via Dobriy AI",
        "url": "https://dobriy.ai/about"
      },
      "url": "https://okat.at/ecosystem/ai-at/"
    },
    {
      "slug": "echolot",
      "name": "ECHOLOT",
      "kind": "initiative",
      "topics": [
        "digital-heritage",
        "knowledge-graphs",
        "open-data"
      ],
      "image": "/assets/ecosystem/echolot.png",
      "website": "https://echolot-eccch.eu/",
      "en": {
        "role": "European cultural heritage project",
        "summary": "Tools and collaborative workflows for richer, interoperable cultural heritage data.",
        "paragraphs": [
          "ECHOLOT develops approaches to the creation, enrichment and reuse of cultural heritage data within the European Collaborative Cloud for Cultural Heritage. It combines AI-assisted processing with human curation.",
          "Its work includes interoperability, provenance and rights management. Case studies span literary bibliography, media art, collections and the publication of cultural data through Wikimedia and Europeana."
        ],
        "focus": [
          "Cultural data and interoperability",
          "AI-assisted enrichment and human curation",
          "Linked open cultural heritage"
        ]
      },
      "de": {
        "role": "Europäisches Kulturerbe-Projekt",
        "summary": "Werkzeuge und gemeinsame Arbeitsabläufe für reichhaltigere, interoperable Kulturerbe-Daten.",
        "paragraphs": [
          "ECHOLOT entwickelt Ansätze zur Erstellung, Anreicherung und Nachnutzung von Kulturerbe-Daten in der European Collaborative Cloud for Cultural Heritage. Das Projekt verbindet KI-gestützte Verarbeitung mit menschlicher Kuratierung.",
          "Zur Arbeit gehören Interoperabilität, Provenienz und Rechtemanagement. Fallstudien behandeln Literaturbibliografien, Medienkunst, Sammlungen sowie die Veröffentlichung von Kulturdaten über Wikimedia und Europeana."
        ],
        "focus": [
          "Kulturdaten und Interoperabilität",
          "KI-gestützte Anreicherung und Kuratierung",
          "Verknüpftes offenes Kulturerbe"
        ]
      },
      "sources": [
        {
          "title": "ECHOLOT · vision, methods and case studies",
          "url": "https://echolot-eccch.eu/"
        }
      ],
      "image_credit": {
        "title": "Logo: ECHOLOT, via Dobriy AI",
        "url": "https://dobriy.ai/about"
      },
      "url": "https://okat.at/ecosystem/echolot/"
    },
    {
      "slug": "goblin",
      "name": "GOBLIN COST Action",
      "kind": "initiative",
      "topics": [
        "knowledge-graphs",
        "open-data",
        "digital-heritage",
        "open-science"
      ],
      "image": "/assets/ecosystem/goblin.png",
      "website": "https://goblin-cost.eu/",
      "en": {
        "role": "COST Action CA23147",
        "summary": "A European network for large-scale, cross-domain and multilingual open knowledge graphs.",
        "paragraphs": [
          "GOBLIN connects research on open knowledge graphs across disciplines, languages and borders. The COST Action aims to improve the availability, quality and usefulness of public open knowledge.",
          "The network brings people together through working groups, workshops, training and research exchanges. Its work gives a concrete setting for questions about linked data, metadata, provenance and knowledge that can be reused across domains."
        ],
        "focus": [
          "Open and multilingual knowledge graphs",
          "Metadata, provenance and reuse",
          "European research collaboration"
        ]
      },
      "de": {
        "role": "COST Action CA23147",
        "summary": "Ein europäisches Netzwerk für große, fachübergreifende und mehrsprachige offene Wissensgraphen.",
        "paragraphs": [
          "GOBLIN verbindet Forschung an offenen Wissensgraphen über Fachgebiete, Sprachen und Grenzen hinweg. Die COST Action will die Verfügbarkeit, Qualität und Nutzbarkeit öffentlichen offenen Wissens verbessern.",
          "Arbeitsgruppen, Workshops, Trainings und Forschungsaustausch bringen Menschen zusammen. Die Arbeit bietet einen konkreten Rahmen für Linked Data, Metadaten, Provenienz und fachübergreifend nachnutzbares Wissen."
        ],
        "focus": [
          "Offene und mehrsprachige Wissensgraphen",
          "Metadaten, Provenienz und Nachnutzung",
          "Europäische Forschungszusammenarbeit"
        ]
      },
      "sources": [
        {
          "title": "GOBLIN · network and activities",
          "url": "https://goblin-cost.eu/"
        },
        {
          "title": "COST · Action CA23147",
          "url": "https://www.cost.eu/actions/CA23147/"
        }
      ],
      "image_credit": {
        "title": "Logo: GOBLIN, via Dobriy AI",
        "url": "https://dobriy.ai/about"
      },
      "url": "https://okat.at/ecosystem/goblin/"
    },
    {
      "slug": "open-data-inside",
      "name": "Open Data Inside",
      "kind": "initiative",
      "topics": [
        "open-data",
        "community-learning"
      ],
      "image": "/assets/images/open-data-inside.png",
      "website": "https://opendatainside.org/en",
      "en": {
        "role": "Open-data badge & directory",
        "summary": "Making the use of open data visible, one project and one badge at a time.",
        "paragraphs": [
          "Open Data Inside is a public directory and badge platform for people and organisations using open data. Its badge gives projects a simple way to show that shared information is part of their work.",
          "Projects can submit their details and logo, receive a badge and embed code, and join the public directory after review. Operated by Dobriy AI, the platform connects to the wider conversation about open data and shared knowledge at Open Knowledge Austria."
        ],
        "focus": [
          "Making open-data reuse visible",
          "Discovering projects and organisations",
          "A free website badge"
        ]
      },
      "de": {
        "role": "Open-Data-Badge & Verzeichnis",
        "summary": "Macht die Nutzung offener Daten sichtbar — Projekt für Projekt, Badge für Badge.",
        "paragraphs": [
          "Open Data Inside ist ein öffentliches Verzeichnis und eine Badge-Plattform für Menschen und Organisationen, die offene Daten nutzen. Das Badge zeigt auf einfache Weise, dass geteilte Informationen Teil eines Projekts sind.",
          "Projekte reichen Angaben und Logo ein, erhalten Badge und Einbettungscode und werden nach Prüfung im Verzeichnis veröffentlicht. Die von Dobriy AI betriebene Plattform verbindet sich mit der Arbeit von Open Knowledge Austria zu offenen Daten und geteiltem Wissen."
        ],
        "focus": [
          "Open-Data-Nachnutzung sichtbar machen",
          "Projekte und Organisationen entdecken",
          "Ein kostenloses Website-Badge"
        ]
      },
      "sources": [
        {
          "title": "Open Data Inside · platform",
          "url": "https://opendatainside.org/en"
        },
        {
          "title": "Open Data Inside · legal information",
          "url": "https://opendatainside.org/en/imprint"
        }
      ],
      "image_credit": {
        "title": "Badge: Open Data Inside",
        "url": "https://opendatainside.org/"
      },
      "url": "https://okat.at/ecosystem/open-data-inside/"
    }
  ],
  "publisher": "Open Knowledge Austria",
  "url": "https://okat.at/ecosystem/",
  "media_rights": "Logos and portraits belong to their respective rights holders. See each image_credit and feature_image entry."
}
