{"article":{"annotation":{"article_id":"alteryx-bigquery-live-query-unstructured-ai-workflows","available_at":"2026-10-15T22:00:45.075987Z","geography_revision":"ef6ee0010dda5fe7b240fd514749b43e214c57da73222d2e40ec83b276dd0977","id":"98b9dcde894dda5edb29a8b6c0a6d8ae8de1f50bfd9d9dd33e87a7882728c0c2","input_sha256":"f9edf6814796fa18dd085766fca1e6ffd395d625b320326b7c43952c7eff4ef8","limitations":["Rule-derived subjects are candidates, not verified editorial labels or calibrated model probabilities.","Coverage is distinct from event location. 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Las facturas PDF permanecen en Cloud Storage; Alteryx diseña el flujo en el navegador y BigQuery ejecuta transformaciones y conciliación mediante SQL pushdown. En el ejemplo práctico, Gemini AI.GENERATE extrae campos de las facturas.","El flujo contrasta las facturas extraídas con registros históricos en BigQuery, señala posibles duplicados y escribe resultados operativos. El artículo describe una arquitectura conjunta; no anuncia un nuevo servicio de Google Cloud. No presenta mediciones independientes de rendimiento ni precisión."],"sections":[]},"corrections":[],"country":null,"data":{"blocks":[{"description":{"ar":"نشرت Alteryx وGoogle Cloud مثالاً معمارياً يجمع Live Query وBigQuery لمعالجة المستندات غير المنظمة. تبقى ملفات الفواتير PDF في Cloud Storage؛ ويُصمم المستخدم التدفق في المتصفح، بينما تنفذ BigQuery التحويل والمطابقة عبر دفع SQL. في المثال التطبيقي، تستخرج Gemini AI.GENERATE حقول الفواتير. يقارن التدفق الفواتير المستخرجة بالسجلات التاريخية في BigQuery، ويرصد التكرارات المحتملة، ثم يكتب مخرجات تشغيلية. يشرح المنشور بنية مشتركة بين المنتجين ولا يعلن إطلاق خدمة جديدة من Google Cloud. ولم ينشر قياساً مستقلاً لمعدل المعالجة أو الدقة.","de":"Alteryx und Google Cloud veröffentlichten ein Architekturbeispiel, das Live Query und BigQuery für unstrukturierte Dokumentabläufe verbindet. Rechnungs-PDFs bleiben in Cloud Storage; Alteryx erstellt den Ablauf im Browser, während BigQuery Umwandlung und Abgleich per SQL-Pushdown ausführt. Im ausgearbeiteten Beispiel extrahiert Gemini AI.GENERATE Rechnungsfelder. Der Ablauf vergleicht extrahierte Rechnungen mit historischen BigQuery-Daten, markiert mögliche Duplikate und schreibt operative Ergebnisse. Der Beitrag beschreibt eine gemeinsame Produktarchitektur, kündigt aber keinen neuen Google-Cloud-Dienst an. Unabhängige Messwerte zu Durchsatz oder Genauigkeit werden nicht genannt.","en":"Alteryx and Google Cloud published an architecture example combining Live Query and BigQuery for unstructured-document workflows. Invoice PDFs remain in Cloud Storage; Alteryx authors the flow in a browser, while SQL pushdown runs transformations and reconciliation in BigQuery. Gemini AI.GENERATE extracts invoice fields in the worked example. The workflow compares extracted invoices with historical BigQuery records, flags possible duplicates and writes operational outputs. The post describes a joint product architecture; it does not announce a newly launched Google Cloud service. It reports no independent throughput or accuracy benchmark.","es":"Alteryx y Google Cloud publicaron un ejemplo de arquitectura que combina Live Query y BigQuery para flujos de documentos no estructurados. Las facturas PDF permanecen en Cloud Storage; Alteryx diseña el flujo en el navegador y BigQuery ejecuta transformaciones y conciliación mediante SQL pushdown. En el ejemplo práctico, Gemini AI.GENERATE extrae campos de las facturas. El flujo contrasta las facturas extraídas con registros históricos en BigQuery, señala posibles duplicados y escribe resultados operativos. El artículo describe una arquitectura conjunta; no anuncia un nuevo servicio de Google Cloud. No presenta mediciones independientes de rendimiento ni precisión.","fr":"Alteryx et Google Cloud ont publié un exemple d’architecture associant Live Query et BigQuery pour les flux de documents non structurés. Les factures PDF restent dans Cloud Storage; Alteryx conçoit le flux dans un navigateur, tandis que BigQuery exécute transformations et rapprochements par pushdown SQL. Dans l’exemple détaillé, Gemini AI.GENERATE extrait les champs des factures. Le flux compare les factures extraites aux archives BigQuery, signale les doublons possibles et écrit des résultats opérationnels. L’article décrit une architecture conjointe; il n’annonce pas un nouveau service Google Cloud. Il ne fournit aucune mesure indépendante de débit ou de précision.","pt":"A Alteryx e a Google Cloud publicaram um exemplo de arquitetura que combina Live Query e BigQuery para fluxos de documentos não estruturados. As faturas PDF permanecem no Cloud Storage; a Alteryx desenha o fluxo no navegador e a BigQuery executa transformações e reconciliação por SQL pushdown. No exemplo apresentado, Gemini AI.GENERATE extrai campos das faturas. O fluxo compara as faturas extraídas com registos históricos na BigQuery, assinala possíveis duplicados e grava resultados operacionais. O artigo descreve uma arquitetura conjunta; não anuncia um novo serviço Google Cloud. Não apresenta medições independentes de desempenho ou precisão.","tr":"Alteryx ve Google Cloud, Live Query ile BigQuery’yi birleştirerek yapılandırılmamış belge iş akışları için bir mimari örneği yayımladı. Örnekte fatura PDF’leri Cloud Storage’da kalıyor; Alteryx tarayıcıda akış tasarlıyor, dönüşüm ve mutabakat BigQuery’de SQL pushdown ile yürütülüyor. Gemini AI.GENERATE örnek akışta fatura alanlarını çıkarıyor. Akış, çıkarılan faturaları BigQuery’deki geçmiş kayıtlarla eşleştirip olası yinelenenleri işaretliyor ve operasyonel çıktı yazıyor. Makale bunun ortak ürün mimarisi olduğunu anlatıyor; genel kullanıma açılan yeni bir Google Cloud hizmeti duyurmuyor. İşlem hacmi veya doğruluk için bağımsız performans ölçümü bildirilmemiştir."},"id":"source-report","items":[{"date":"2026-10-09","description":{"ar":"نشرت Alteryx وGoogle Cloud مثالاً معمارياً يجمع Live Query وBigQuery لمعالجة المستندات غير المنظمة. تبقى ملفات الفواتير PDF في Cloud Storage؛ ويُصمم المستخدم التدفق في المتصفح، بينما تنفذ BigQuery التحويل والمطابقة عبر دفع SQL. في المثال التطبيقي، تستخرج Gemini AI.GENERATE حقول الفواتير. يقارن التدفق الفواتير المستخرجة بالسجلات التاريخية في BigQuery، ويرصد التكرارات المحتملة، ثم يكتب مخرجات تشغيلية. يشرح المنشور بنية مشتركة بين المنتجين ولا يعلن إطلاق خدمة جديدة من Google Cloud. ولم ينشر قياساً مستقلاً لمعدل المعالجة أو الدقة.","de":"Alteryx und Google Cloud veröffentlichten ein Architekturbeispiel, das Live Query und BigQuery für unstrukturierte Dokumentabläufe verbindet. Rechnungs-PDFs bleiben in Cloud Storage; Alteryx erstellt den Ablauf im Browser, während BigQuery Umwandlung und Abgleich per SQL-Pushdown ausführt. Im ausgearbeiteten Beispiel extrahiert Gemini AI.GENERATE Rechnungsfelder. Der Ablauf vergleicht extrahierte Rechnungen mit historischen BigQuery-Daten, markiert mögliche Duplikate und schreibt operative Ergebnisse. Der Beitrag beschreibt eine gemeinsame Produktarchitektur, kündigt aber keinen neuen Google-Cloud-Dienst an. Unabhängige Messwerte zu Durchsatz oder Genauigkeit werden nicht genannt.","en":"Alteryx and Google Cloud published an architecture example combining Live Query and BigQuery for unstructured-document workflows. Invoice PDFs remain in Cloud Storage; Alteryx authors the flow in a browser, while SQL pushdown runs transformations and reconciliation in BigQuery. Gemini AI.GENERATE extracts invoice fields in the worked example. The workflow compares extracted invoices with historical BigQuery records, flags possible duplicates and writes operational outputs. The post describes a joint product architecture; it does not announce a newly launched Google Cloud service. It reports no independent throughput or accuracy benchmark.","es":"Alteryx y Google Cloud publicaron un ejemplo de arquitectura que combina Live Query y BigQuery para flujos de documentos no estructurados. Las facturas PDF permanecen en Cloud Storage; Alteryx diseña el flujo en el navegador y BigQuery ejecuta transformaciones y conciliación mediante SQL pushdown. En el ejemplo práctico, Gemini AI.GENERATE extrae campos de las facturas. El flujo contrasta las facturas extraídas con registros históricos en BigQuery, señala posibles duplicados y escribe resultados operativos. El artículo describe una arquitectura conjunta; no anuncia un nuevo servicio de Google Cloud. No presenta mediciones independientes de rendimiento ni precisión.","fr":"Alteryx et Google Cloud ont publié un exemple d’architecture associant Live Query et BigQuery pour les flux de documents non structurés. Les factures PDF restent dans Cloud Storage; Alteryx conçoit le flux dans un navigateur, tandis que BigQuery exécute transformations et rapprochements par pushdown SQL. Dans l’exemple détaillé, Gemini AI.GENERATE extrait les champs des factures. Le flux compare les factures extraites aux archives BigQuery, signale les doublons possibles et écrit des résultats opérationnels. L’article décrit une architecture conjointe; il n’annonce pas un nouveau service Google Cloud. Il ne fournit aucune mesure indépendante de débit ou de précision.","pt":"A Alteryx e a Google Cloud publicaram um exemplo de arquitetura que combina Live Query e BigQuery para fluxos de documentos não estruturados. As faturas PDF permanecem no Cloud Storage; a Alteryx desenha o fluxo no navegador e a BigQuery executa transformações e reconciliação por SQL pushdown. No exemplo apresentado, Gemini AI.GENERATE extrai campos das faturas. O fluxo compara as faturas extraídas com registos históricos na BigQuery, assinala possíveis duplicados e grava resultados operacionais. O artigo descreve uma arquitetura conjunta; não anuncia um novo serviço Google Cloud. Não apresenta medições independentes de desempenho ou precisão.","tr":"Alteryx ve Google Cloud, Live Query ile BigQuery’yi birleştirerek yapılandırılmamış belge iş akışları için bir mimari örneği yayımladı. Örnekte fatura PDF’leri Cloud Storage’da kalıyor; Alteryx tarayıcıda akış tasarlıyor, dönüşüm ve mutabakat BigQuery’de SQL pushdown ile yürütülüyor. Gemini AI.GENERATE örnek akışta fatura alanlarını çıkarıyor. Akış, çıkarılan faturaları BigQuery’deki geçmiş kayıtlarla eşleştirip olası yinelenenleri işaretliyor ve operasyonel çıktı yazıyor. Makale bunun ortak ürün mimarisi olduğunu anlatıyor; genel kullanıma açılan yeni bir Google Cloud hizmeti duyurmuyor. İşlem hacmi veya doğruluk için bağımsız performans ölçümü bildirilmemiştir."},"label":{"ar":"نشرت Alteryx وGoogle Cloud مثالاً معمارياً يجمع Live Query وBigQuery لمعالجة المستندات غير المنظمة. تبقى ملفات الفواتير PDF في Cloud Storage؛ ويُصمم المستخدم التدفق في المتصفح، بينما تنفذ BigQuery التحويل والمطابقة عبر دفع SQL. في المثال التطبيقي، تستخرج Gemini AI.GENERATE حقول الفواتير.","de":"Alteryx und Google Cloud veröffentlichten ein Architekturbeispiel, das Live Query und BigQuery für unstrukturierte Dokumentabläufe verbindet. Rechnungs-PDFs bleiben in Cloud Storage; Alteryx erstellt den Ablauf im Browser, während BigQuery Umwandlung und Abgleich per SQL-Pushdown ausführt. Im ausgearbeiteten Beispiel extrahiert Gemini AI.GENERATE Rechnungsfelder.","en":"Alteryx and Google Cloud published an architecture example combining Live Query and BigQuery for unstructured-document workflows. Invoice PDFs remain in Cloud Storage; Alteryx authors the flow in a browser, while SQL pushdown runs transformations and reconciliation in BigQuery. Gemini AI.GENERATE extracts invoice fields in the worked example.","es":"Alteryx y Google Cloud publicaron un ejemplo de arquitectura que combina Live Query y BigQuery para flujos de documentos no estructurados. Las facturas PDF permanecen en Cloud Storage; Alteryx diseña el flujo en el navegador y BigQuery ejecuta transformaciones y conciliación mediante SQL pushdown. En el ejemplo práctico, Gemini AI.GENERATE extrae campos de las facturas.","fr":"Alteryx et Google Cloud ont publié un exemple d’architecture associant Live Query et BigQuery pour les flux de documents non structurés. Les factures PDF restent dans Cloud Storage; Alteryx conçoit le flux dans un navigateur, tandis que BigQuery exécute transformations et rapprochements par pushdown SQL. Dans l’exemple détaillé, Gemini AI.GENERATE extrait les champs des factures.","pt":"A Alteryx e a Google Cloud publicaram um exemplo de arquitetura que combina Live Query e BigQuery para fluxos de documentos não estruturados. As faturas PDF permanecem no Cloud Storage; a Alteryx desenha o fluxo no navegador e a BigQuery executa transformações e reconciliação por SQL pushdown. No exemplo apresentado, Gemini AI.GENERATE extrai campos das faturas.","tr":"Alteryx ve Google Cloud, Live Query ile BigQuery’yi birleştirerek yapılandırılmamış belge iş akışları için bir mimari örneği yayımladı. Örnekte fatura PDF’leri Cloud Storage’da kalıyor; Alteryx tarayıcıda akış tasarlıyor, dönüşüm ve mutabakat BigQuery’de SQL pushdown ile yürütülüyor. Gemini AI.GENERATE örnek akışta fatura alanlarını çıkarıyor."},"status":"occurred"}],"methodology":{"ar":"يلخص هذا السجل ما أورده المصدر الأولي المحدد من وصف وقياسات؛ ولم يُجر اختبار مستقل أو تحقق من الاستطلاع.","de":"Dieser Eintrag fasst die Beschreibung und Messwerte der genannten Primärquelle zusammen; es erfolgte keine unabhängige Prüfung oder Umfrageverifikation.","en":"This record summarizes the named primary source and its reported measurements; no independent test or survey verification was performed.","es":"Este registro resume la descripción y las mediciones de la fuente primaria citada; no se realizó una prueba ni una verificación independiente de la encuesta.","fr":"Cette fiche reprend la description et les mesures publiées par la source primaire citée; aucun test ni sondage indépendant n’a été effectué.","pt":"Este registro resume a descrição e as medições da fonte primária citada; não foi realizado teste independente nem verificação do inquérito.","tr":"Bu kayıt, belirtilen birincil kaynaktaki açıklama ve ölçümleri aktarır; bağımsız test veya anket doğrulaması yapılmadı."},"sourceUrls":["https://cloud.google.com/blog/products/data-analytics/modernize-unstructured-data-workloads-with-alteryx-and-bigquery/"],"title":{"ar":"تتيح Alteryx وBigQuery الاستعلام المباشر عن البيانات غير المنظمة","de":"Alteryx und BigQuery fragen unstrukturierte Daten live ab","en":"Alteryx and BigQuery bring live queries to unstructured data","es":"Alteryx y BigQuery consultan datos no estructurados","fr":"Alteryx et BigQuery interrogent les données non structurées","pt":"Alteryx e BigQuery consultam dados não estruturados","tr":"Alteryx ve BigQuery yapılandırılmamış verileri sorguluyor"},"type":"events","updatedAt":"2026-10-15T21:40:26Z"}],"version":1},"data_downloads":[{"formats":{"csv":"https://newsverum.com/api/v1/articles/alteryx-bigquery-live-query-unstructured-ai-workflows/data/source-report?lang=es&format=csv","json":"https://newsverum.com/api/v1/articles/alteryx-bigquery-live-query-unstructured-ai-workflows/data/source-report?lang=es&format=json"},"id":"source-report"}],"data_types":["events"],"editorial_illustration":{"alt":"Ilustración conceptual de tecnología, procesadores e información conectada.","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":"es","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-72d0cec5-a75c-515b-9f5b-0f246a60a2cb","event_period":"2026-10-09","event_period_basis":"event-or-reference-period","id":"alteryx-bigquery-live-query-unstructured-ai-workflows","image":null,"importance":0.6,"language":"es","modified_at":"2026-10-15T22:00:39+00:00","publication_basis":"publication-record","published_at":"2026-10-15T22:00:39+00:00","reading_minutes":1,"region":"world","section_illustration":{"alt":"Ilustración conceptual de tecnología, procesadores e información conectada.","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":"es","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":"alteryx-bigquery-live-query-unstructured-ai-workflows","sources":[{"checkedAt":"2026-10-15","name":"Google Cloud and Alteryx","publishedAt":"2026-10-09","url":"https://cloud.google.com/blog/products/data-analytics/modernize-unstructured-data-workloads-with-alteryx-and-bigquery/"}],"summary":"Alteryx y Google Cloud publicaron un ejemplo de arquitectura que combina Live Query y BigQuery para flujos de documentos no estructurados. Las facturas PDF permanecen en Cloud Storage; Alteryx diseña el flujo en el navegador y BigQuery ejecuta transformaciones y conciliación mediante SQL pushdown. En el ejemplo práctico, Gemini AI.GENERATE extrae campos de las facturas.","text":"Alteryx y Google Cloud publicaron un ejemplo de arquitectura que combina Live Query y BigQuery para flujos de documentos no estructurados. Las facturas PDF permanecen en Cloud Storage; Alteryx diseña el flujo en el navegador y BigQuery ejecuta transformaciones y conciliación mediante SQL pushdown. En el ejemplo práctico, Gemini AI.GENERATE extrae campos de las facturas.\n\nAlteryx y Google Cloud publicaron un ejemplo de arquitectura que combina Live Query y BigQuery para flujos de documentos no estructurados. Las facturas PDF permanecen en Cloud Storage; Alteryx diseña el flujo en el navegador y BigQuery ejecuta transformaciones y conciliación mediante SQL pushdown. En el ejemplo práctico, Gemini AI.GENERATE extrae campos de las facturas.\n\nEl flujo contrasta las facturas extraídas con registros históricos en BigQuery, señala posibles duplicados y escribe resultados operativos. El artículo describe una arquitectura conjunta; no anuncia un nuevo servicio de Google Cloud. No presenta mediciones independientes de rendimiento ni precisión.","title":"Alteryx y BigQuery consultan datos no estructurados","topics":[],"translations":[{"api_url":"https://newsverum.com/api/v1/articles/alteryx-bigquery-live-query-unstructured-ai-workflows?lang=tr","language":"tr","url":"https://newsverum.com/tr/news/alteryx-bigquery-live-query-unstructured-ai-workflows"},{"api_url":"https://newsverum.com/api/v1/articles/alteryx-bigquery-live-query-unstructured-ai-workflows?lang=en","language":"en","url":"https://newsverum.com/en/news/alteryx-bigquery-live-query-unstructured-ai-workflows"},{"api_url":"https://newsverum.com/api/v1/articles/alteryx-bigquery-live-query-unstructured-ai-workflows?lang=ar","language":"ar","url":"https://newsverum.com/ar/news/alteryx-bigquery-live-query-unstructured-ai-workflows"},{"api_url":"https://newsverum.com/api/v1/articles/alteryx-bigquery-live-query-unstructured-ai-workflows?lang=fr","language":"fr","url":"https://newsverum.com/fr/news/alteryx-bigquery-live-query-unstructured-ai-workflows"},{"api_url":"https://newsverum.com/api/v1/articles/alteryx-bigquery-live-query-unstructured-ai-workflows?lang=es","language":"es","url":"https://newsverum.com/es/news/alteryx-bigquery-live-query-unstructured-ai-workflows"},{"api_url":"https://newsverum.com/api/v1/articles/alteryx-bigquery-live-query-unstructured-ai-workflows?lang=de","language":"de","url":"https://newsverum.com/de/news/alteryx-bigquery-live-query-unstructured-ai-workflows"},{"api_url":"https://newsverum.com/api/v1/articles/alteryx-bigquery-live-query-unstructured-ai-workflows?lang=pt","language":"pt","url":"https://newsverum.com/pt/news/alteryx-bigquery-live-query-unstructured-ai-workflows"}],"url":"https://newsverum.com/es/news/alteryx-bigquery-live-query-unstructured-ai-workflows"},"version":"1"}