{"article":{"annotation":{"article_id":"france-dge-publishes-eight-ai-use-cases-for-artisans-2026","available_at":"2026-10-11T21:35:41.427158Z","geography_revision":"ef6ee0010dda5fe7b240fd514749b43e214c57da73222d2e40ec83b276dd0977","id":"3070b80def3363db6697615a3584fd8f8d10dbd3e273edd2df2e914040c5e8ad","input_sha256":"7657e94375e7d8a9549fb95ae421576884ab2c060f7dc16ff8cb1ea9c0d26f48","limitations":["Rule-derived subjects are candidates, not verified editorial labels or calibrated model probabilities.","Coverage is distinct from event location. Unknown country/city/coordinates remain absent; no automatic geocoding.","Article geometries keep their stated precision and methodology; reproducing them is not independent coordinate verification."],"method":"controlled-rules-v1","places":[{"admin1":null,"city":null,"coordinate_note":null,"coordinate_reference_system":"OGC:CRS84","coordinate_source":null,"country":"FR","evidence":[{"field":"country","language":"en","note":"Explicit preserved editorial country/region; no city or national centroid inferred","source_urls":["https://www.entreprises.gouv.fr/la-dge/publications/adoption-de-lia-fiches-pratiques-destination-des-artisans"]}],"geometry":null,"id":"iso3166-1:FR","kind":"country-or-area","labels":{"ar":"فرنسا","en":"France","es":"Francia","fr":"France"},"match_status":"candidate","precision":"regional","role":"coverage","uncertainty_m":null}],"rules_sha256":"fb5ad3c27c91cb840f7a0a05f7f64a5cb26ad0374409ff9457f277c7092e22b4","schema_version":1,"subjects":[{"concept_id":"medtop:20001298","confidence":null,"confidence_method":null,"evidence":[{"field":"en.title+en.summary","language":"en","note":"Subject suggested from the title or summary: AI","source_urls":["https://www.entreprises.gouv.fr/la-dge/publications/adoption-de-lia-fiches-pratiques-destination-des-artisans"]}],"method":"controlled-rules-v1","rule_id":"artificial-intelligence","status":"candidate"},{"concept_id":"medtop:20000235","confidence":null,"confidence_method":null,"evidence":[{"field":"en.title+en.summary","language":"en","note":"Subject suggested from the title or summary: construction","source_urls":["https://www.entreprises.gouv.fr/la-dge/publications/adoption-de-lia-fiches-pratiques-destination-des-artisans"]}],"method":"controlled-rules-v1","rule_id":"construction-infrastructure","status":"candidate"}],"taxonomy_revision":"1f2db31d811fca07e99b16d402c10e2cc2965c9df1c7b41d9be348b40a24e7fb","taxonomy_version":"IPTC Media Topics 2026-Q2"},"api_url":"https://newsverum.com/api/v1/articles/france-dge-publishes-eight-ai-use-cases-for-artisans-2026?lang=de","category":"technology","content":{"key_points":[],"paragraphs":["Die Generaldirektion für Unternehmen (DGE) im französischen Wirtschaftsministerium hat acht praktische Steckbriefe veröffentlicht, die Handwerksbetrieben helfen sollen, KI-Werkzeuge passend zu ihrem Bedarf auszuwählen. Die Beispiele reichen vom Erstellen von Angeboten und Rechnungen über Kundenrückfragen, das Sortieren von E-Mails und Inhalte für Websites und soziale Medien bis zur Baustellendatenanalyse, Terminplanung, Beschaffung und Lagerverwaltung sowie Kundenservice.","Jeder Steckbrief erläutert Anwendungsbeispiele, erwartete Vorteile, Umsetzungsschritte und gute Praxis. Laut DGE soll der Leitfaden einen verantwortungsvollen und maßvollen KI-Einsatz unterstützen. Er nennt außerdem Lösungsanbieter, die im Rahmen eines Interessenbekundungsverfahrens ausgewählt wurden, und enthält ein Raster zur Investitionspriorisierung, nützliche Kontakte, Hinweise zum Rechtsrahmen und ein KI-Glossar. An der Ausarbeitung wirkten die KI-Botschafter für Handwerk und Bau mit."],"sections":[]},"corrections":[],"country":"FR","data":{"blocks":[{"description":{"ar":"القائمة الواردة في دليل المديرية المنشور في 9 أكتوبر 2026.","de":"Liste aus dem am 9. Oktober 2026 veröffentlichten DGE-Leitfaden.","en":"The list in the DGE guide published on 9 October 2026.","es":"Lista incluida en la guía que la DGE publicó el 9 de octubre de 2026.","fr":"Liste figurant dans le guide publié par la DGE le 9 octobre 2026.","pt":"Lista constante do guia publicado pela DGE em 9 de outubro de 2026.","tr":"DGE’nin 9 Ekim 2026’da yayımladığı rehberdeki liste."},"id":"dge-artisan-ai-use-cases","items":[{"basis":"observed","label":{"ar":"حالات الاستخدام العملية للذكاء الاصطناعي في الدليل","de":"Konkrete KI-Anwendungsfälle im Leitfaden","en":"Concrete AI use cases in the guide","es":"Casos prácticos de IA incluidos en la guía","fr":"Cas d’usage concrets de l’IA dans le guide","pt":"Casos concretos de utilização de IA no guia","tr":"Rehberdeki somut yapay zekâ kullanım alanları"},"measure":{"aggregation":"unspecified","frequency":"irregular","geography":"france","id":"france-dge-artisan-ai-use-cases","periodRole":"announcement-date","unitCode":"count"},"period":"2026-10-09","unit":"count","value":8}],"methodology":{"ar":"ثمانية هو عدد حالات الاستخدام المحددة في صفحة دليل المديرية؛ ولا يمثل قياساً للاعتماد أو للإنتاجية المحققة.","de":"Acht ist die Zahl der konkreten Anwendungsfälle auf der DGE-Leitfadenseite; sie misst weder die Verbreitung noch erzielte Produktivität.","en":"Eight is the number of concrete use cases listed on the DGE guide page; it does not measure adoption or realised productivity.","es":"Ocho es el número de casos de uso concretos enumerados en la página de la guía de la DGE; no mide adopción ni productividad lograda.","fr":"Huit correspond au nombre de cas d’usage détaillés sur la page du guide de la DGE ; ce chiffre ne mesure ni l’adoption ni la productivité réellement obtenue.","pt":"Oito é o número de casos de utilização concretos enumerados na página do guia da DGE; não mede a adoção nem a produtividade efetivamente alcançada.","tr":"Sekiz, DGE’nin rehber sayfasında listelenen somut kullanım alanlarının sayısıdır; benimsenme veya gerçekleşmiş verimlilik ölçümü değildir."},"sourceUrls":["https://www.entreprises.gouv.fr/la-dge/publications/adoption-de-lia-fiches-pratiques-destination-des-artisans"],"title":{"ar":"حالات الاستخدام في دليل المديرية للشركات الحرفية","de":"Anwendungen im DGE-Leitfaden für Handwerksbetriebe","en":"Use cases in the DGE artisan guide","es":"Casos de uso de la guía de la DGE para la artesanía","fr":"Cas d’usage du guide de la DGE pour l’artisanat","pt":"Casos de utilização no guia da DGE para o artesanato","tr":"DGE’nin zanaatkâr rehberindeki kullanım alanları"},"type":"metrics","updatedAt":"2026-10-11T16:26:03Z"}],"version":1},"data_downloads":[{"formats":{"csv":"https://newsverum.com/api/v1/articles/france-dge-publishes-eight-ai-use-cases-for-artisans-2026/data/dge-artisan-ai-use-cases?lang=de&format=csv","json":"https://newsverum.com/api/v1/articles/france-dge-publishes-eight-ai-use-cases-for-artisans-2026/data/dge-artisan-ai-use-cases?lang=de&format=json"},"id":"dge-artisan-ai-use-cases"}],"data_types":["metrics"],"editorial_illustration":{"alt":"Konzeptionelle Darstellung von Technologie, Prozessoren und verbundenen Informationen.","asset_id":"newsverum-v1-technology","avif_variants":[{"height":320,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-480.avif","width":480},{"height":480,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-720.avif","width":720},{"height":640,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-960.avif","width":960},{"height":800,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1200.avif","width":1200},{"height":1024,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.avif","width":1536}],"credit":"Newsverum","documentary":false,"height":1024,"kind":"symbolic-editorial-illustration","language":"de","scope":"topic","url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.webp","variants":[{"height":320,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-480.webp","width":480},{"height":640,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-960.webp","width":960},{"height":1024,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.webp","width":1536}],"width":1536},"event_id":"event-6d91ac25-d8c6-5153-9d8a-003cd8dd80eb","event_period":"2026-10-09","event_period_basis":"event-or-reference-period","id":"france-dge-publishes-eight-ai-use-cases-for-artisans-2026","image":null,"importance":0.6,"language":"de","modified_at":"2026-10-11T17:18:42+00:00","publication_basis":"publication-record","published_at":"2026-10-11T17:18:42+00:00","reading_minutes":1,"region":"world","section_illustration":{"alt":"Konzeptionelle Darstellung von Technologie, Prozessoren und verbundenen Informationen.","asset_id":"newsverum-v1-technology","avif_variants":[{"height":320,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-480.avif","width":480},{"height":480,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-720.avif","width":720},{"height":640,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-960.avif","width":960},{"height":800,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1200.avif","width":1200},{"height":1024,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.avif","width":1536}],"credit":"Newsverum","documentary":false,"height":1024,"kind":"symbolic-editorial-illustration","language":"de","scope":"section","url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.webp","variants":[{"height":320,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-480.webp","width":480},{"height":640,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-960.webp","width":960},{"height":1024,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.webp","width":1536}],"width":1536},"slug":"france-dge-publishes-eight-ai-use-cases-for-artisans-2026","sources":[{"checkedAt":"2026-10-11","name":"Direction générale des Entreprises (DGE), French Ministry of the Economy","publishedAt":"2026-10-09","url":"https://www.entreprises.gouv.fr/la-dge/publications/adoption-de-lia-fiches-pratiques-destination-des-artisans"}],"summary":"Ein am 9. Oktober von der DGE veröffentlichter Leitfaden stellt acht Anwendungen vor, von Angeboten und Rechnungen bis zu Kundenkontakt, Lagerverwaltung und Baustellenplanung.","text":"Ein am 9. Oktober von der DGE veröffentlichter Leitfaden stellt acht Anwendungen vor, von Angeboten und Rechnungen bis zu Kundenkontakt, Lagerverwaltung und Baustellenplanung.\n\nDie Generaldirektion für Unternehmen (DGE) im französischen Wirtschaftsministerium hat acht praktische Steckbriefe veröffentlicht, die Handwerksbetrieben helfen sollen, KI-Werkzeuge passend zu ihrem Bedarf auszuwählen. Die Beispiele reichen vom Erstellen von Angeboten und Rechnungen über Kundenrückfragen, das Sortieren von E-Mails und Inhalte für Websites und soziale Medien bis zur Baustellendatenanalyse, Terminplanung, Beschaffung und Lagerverwaltung sowie Kundenservice.\n\nJeder Steckbrief erläutert Anwendungsbeispiele, erwartete Vorteile, Umsetzungsschritte und gute Praxis. Laut DGE soll der Leitfaden einen verantwortungsvollen und maßvollen KI-Einsatz unterstützen. Er nennt außerdem Lösungsanbieter, die im Rahmen eines Interessenbekundungsverfahrens ausgewählt wurden, und enthält ein Raster zur Investitionspriorisierung, nützliche Kontakte, Hinweise zum Rechtsrahmen und ein KI-Glossar. An der Ausarbeitung wirkten die KI-Botschafter für Handwerk und Bau mit.","title":"Frankreich veröffentlicht acht praktische KI-Anwendungen für Handwerksbetriebe","topics":[],"translations":[{"api_url":"https://newsverum.com/api/v1/articles/france-dge-publishes-eight-ai-use-cases-for-artisans-2026?lang=tr","language":"tr","url":"https://newsverum.com/tr/news/france-dge-publishes-eight-ai-use-cases-for-artisans-2026"},{"api_url":"https://newsverum.com/api/v1/articles/france-dge-publishes-eight-ai-use-cases-for-artisans-2026?lang=en","language":"en","url":"https://newsverum.com/en/news/france-dge-publishes-eight-ai-use-cases-for-artisans-2026"},{"api_url":"https://newsverum.com/api/v1/articles/france-dge-publishes-eight-ai-use-cases-for-artisans-2026?lang=ar","language":"ar","url":"https://newsverum.com/ar/news/france-dge-publishes-eight-ai-use-cases-for-artisans-2026"},{"api_url":"https://newsverum.com/api/v1/articles/france-dge-publishes-eight-ai-use-cases-for-artisans-2026?lang=fr","language":"fr","url":"https://newsverum.com/fr/news/france-dge-publishes-eight-ai-use-cases-for-artisans-2026"},{"api_url":"https://newsverum.com/api/v1/articles/france-dge-publishes-eight-ai-use-cases-for-artisans-2026?lang=es","language":"es","url":"https://newsverum.com/es/news/france-dge-publishes-eight-ai-use-cases-for-artisans-2026"},{"api_url":"https://newsverum.com/api/v1/articles/france-dge-publishes-eight-ai-use-cases-for-artisans-2026?lang=de","language":"de","url":"https://newsverum.com/de/news/france-dge-publishes-eight-ai-use-cases-for-artisans-2026"},{"api_url":"https://newsverum.com/api/v1/articles/france-dge-publishes-eight-ai-use-cases-for-artisans-2026?lang=pt","language":"pt","url":"https://newsverum.com/pt/news/france-dge-publishes-eight-ai-use-cases-for-artisans-2026"}],"url":"https://newsverum.com/de/news/france-dge-publishes-eight-ai-use-cases-for-artisans-2026"},"version":"1"}