{"article":{"annotation":{"article_id":"databricks-predictive-ai-functions-forecast-anomaly-beta","available_at":"2026-10-15T22:00:54.732614Z","geography_revision":"ef6ee0010dda5fe7b240fd514749b43e214c57da73222d2e40ec83b276dd0977","id":"7efd4fd125bc3ad6b918b59b42258f6aa8f2cd47ffbbf9d65daf628d5d490432","input_sha256":"f7293e92c79315c52cfe1f8e31e40aa9823966e3dc843f07eabe08f740682bf0","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":[],"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.databricks.com/blog/unlock-powerful-insights-and-forecasts-predictive-ai-functions"]}],"method":"controlled-rules-v1","rule_id":"artificial-intelligence","status":"candidate"}],"taxonomy_revision":"1f2db31d811fca07e99b16d402c10e2cc2965c9df1c7b41d9be348b40a24e7fb","taxonomy_version":"IPTC Media Topics 2026-Q2"},"api_url":"https://newsverum.com/api/v1/articles/databricks-predictive-ai-functions-forecast-anomaly-beta?lang=en","category":"technology","content":{"key_points":[],"paragraphs":["Databricks announced its Predictive AI Functions in beta for forecasting, anomaly detection, driver analysis and prediction through SQL. The set includes an updated ai_forecast plus ai_top_drivers, ai_detect_anomalies, ai_predict_value and ai_predict_class. Functions can be called in SQL; some are also exposed through the Genie interface.","Examples use New York taxi trips to analyze daily revenue and passenger series. Databricks says it compared ai_forecast with a rival warehouse function on FEV-Bench. That performance claim comes from the company’s own benchmark; the APIs are in beta, and not every function is yet available in every interface."],"sections":[]},"corrections":[],"country":null,"data":{"blocks":[{"description":{"ar":"أعلنت Databricks عن إصدار تجريبي من Predictive AI Functions للتنبؤ وكشف الشذوذ وتحليل العوامل والتقدير عبر SQL. وتشمل المجموعة تحديث ai_forecast، إلى جانب ai_top_drivers وai_detect_anomalies وai_predict_value وai_predict_class. يمكن استدعاء الوظائف في SQL، كما تتاح بعضها عبر واجهة Genie. تستخدم الأمثلة بيانات رحلات سيارات الأجرة في نيويورك لتحليل الإيرادات اليومية وسلاسل الركاب. وتقول Databricks إنها قارنت ai_forecast بوظيفة منافسة لمستودع بيانات على FEV-Bench. هذا ادعاء أداء مستند إلى اختبار الشركة نفسها؛ والواجهات في الإصدار التجريبي، وليست كل وظيفة متاحة بعد في كل واجهة.","de":"Databricks kündigte Predictive AI Functions als Beta an: SQL-Funktionen für Prognosen, Anomalieerkennung, Treiberanalyse und Vorhersagen. Das Paket umfasst ein verbessertes ai_forecast sowie ai_top_drivers, ai_detect_anomalies, ai_predict_value und ai_predict_class. Die Funktionen lassen sich in SQL aufrufen; einige sind auch in Genie verfügbar. Die Beispiele verwenden New Yorker Taxifahrten zur Analyse täglicher Umsätze und Fahrgast-Zeitreihen. Databricks zufolge wurde ai_forecast mit FEV-Bench gegen eine Funktion eines anderen Data Warehouse verglichen. Die Leistungsangabe stammt aus dem eigenen Benchmark des Unternehmens; die APIs sind Beta und noch nicht alle Funktionen in jeder Oberfläche verfügbar.","en":"Databricks announced its Predictive AI Functions in beta for forecasting, anomaly detection, driver analysis and prediction through SQL. The set includes an updated ai_forecast plus ai_top_drivers, ai_detect_anomalies, ai_predict_value and ai_predict_class. Functions can be called in SQL; some are also exposed through the Genie interface. Examples use New York taxi trips to analyze daily revenue and passenger series. Databricks says it compared ai_forecast with a rival warehouse function on FEV-Bench. That performance claim comes from the company’s own benchmark; the APIs are in beta, and not every function is yet available in every interface.","es":"Databricks anunció en beta Predictive AI Functions, un conjunto SQL para pronósticos, detección de anomalías, análisis de factores y predicción. Incluye una versión mejorada de ai_forecast y las funciones ai_top_drivers, ai_detect_anomalies, ai_predict_value y ai_predict_class. Se pueden invocar desde SQL; algunas también están disponibles en Genie. Los ejemplos usan viajes de taxis de Nueva York para analizar ingresos diarios y series de pasajeros. Databricks afirma que comparó ai_forecast con una función de otro almacén de datos mediante FEV-Bench. La afirmación de rendimiento procede de la propia prueba de la empresa; las API están en beta y aún no todas las funciones aparecen en cada interfaz.","fr":"Databricks a annoncé en bêta Predictive AI Functions, un ensemble SQL pour la prévision, la détection d’anomalies, l’analyse des facteurs et la prédiction. Il comprend une version améliorée d’ai_forecast, ainsi que ai_top_drivers, ai_detect_anomalies, ai_predict_value et ai_predict_class. Les fonctions s’appellent en SQL; certaines sont aussi accessibles dans Genie. Les exemples exploitent des trajets de taxi new-yorkais pour analyser les revenus quotidiens et les séries de passagers. Databricks indique avoir comparé ai_forecast à une fonction concurrente d’entrepôt avec FEV-Bench. Cette affirmation de performance provient du benchmark de l’entreprise; les API sont en bêta et toutes ne sont pas encore proposées dans chaque interface.","pt":"A Databricks anunciou em beta o Predictive AI Functions, um conjunto SQL para previsões, deteção de anomalias, análise de fatores e estimativas. Inclui uma versão melhorada do ai_forecast e as funções ai_top_drivers, ai_detect_anomalies, ai_predict_value e ai_predict_class. As funções podem ser chamadas em SQL; algumas também estão disponíveis no Genie. Os exemplos usam viagens de táxi de Nova Iorque para analisar receitas diárias e séries de passageiros. A Databricks afirma ter comparado o ai_forecast com uma função de outro armazém de dados no FEV-Bench. A alegação de desempenho vem do próprio teste da empresa; as APIs estão em beta e nem todas as funções estão disponíveis em cada interface.","tr":"Databricks, tahmin, anomali tespiti, etken analizi ve kestirim için SQL tabanlı Predictive AI Functions özelliklerini beta olarak duyurdu. Paket, güncellenmiş ai_forecast ile ai_top_drivers, ai_detect_anomalies, ai_predict_value ve ai_predict_class işlevlerini içeriyor. Fonksiyonlar SQL’de ve bazıları Genie arayüzünde kullanılabiliyor. Örnekler New York taksi yolculuklarından günlük gelir ve yolcu serilerini kullanıyor; şirket ayrıca ai_forecast işlevini FEV-Bench’te rakip bir veri ambarı işleviyle karşılaştırdığını belirtiyor. Sonuç iddiaları Databricks’in kendi kıyaslamasına aittir; API özellikleri beta durumundadır ve her fonksiyon her arayüzde henüz sunulmuyor."},"id":"source-report","items":[{"date":"2026-10-14","description":{"ar":"أعلنت Databricks عن إصدار تجريبي من Predictive AI Functions للتنبؤ وكشف الشذوذ وتحليل العوامل والتقدير عبر SQL. وتشمل المجموعة تحديث ai_forecast، إلى جانب ai_top_drivers وai_detect_anomalies وai_predict_value وai_predict_class. يمكن استدعاء الوظائف في SQL، كما تتاح بعضها عبر واجهة Genie. تستخدم الأمثلة بيانات رحلات سيارات الأجرة في نيويورك لتحليل الإيرادات اليومية وسلاسل الركاب. وتقول Databricks إنها قارنت ai_forecast بوظيفة منافسة لمستودع بيانات على FEV-Bench. هذا ادعاء أداء مستند إلى اختبار الشركة نفسها؛ والواجهات في الإصدار التجريبي، وليست كل وظيفة متاحة بعد في كل واجهة.","de":"Databricks kündigte Predictive AI Functions als Beta an: SQL-Funktionen für Prognosen, Anomalieerkennung, Treiberanalyse und Vorhersagen. Das Paket umfasst ein verbessertes ai_forecast sowie ai_top_drivers, ai_detect_anomalies, ai_predict_value und ai_predict_class. Die Funktionen lassen sich in SQL aufrufen; einige sind auch in Genie verfügbar. Die Beispiele verwenden New Yorker Taxifahrten zur Analyse täglicher Umsätze und Fahrgast-Zeitreihen. Databricks zufolge wurde ai_forecast mit FEV-Bench gegen eine Funktion eines anderen Data Warehouse verglichen. Die Leistungsangabe stammt aus dem eigenen Benchmark des Unternehmens; die APIs sind Beta und noch nicht alle Funktionen in jeder Oberfläche verfügbar.","en":"Databricks announced its Predictive AI Functions in beta for forecasting, anomaly detection, driver analysis and prediction through SQL. The set includes an updated ai_forecast plus ai_top_drivers, ai_detect_anomalies, ai_predict_value and ai_predict_class. Functions can be called in SQL; some are also exposed through the Genie interface. Examples use New York taxi trips to analyze daily revenue and passenger series. Databricks says it compared ai_forecast with a rival warehouse function on FEV-Bench. That performance claim comes from the company’s own benchmark; the APIs are in beta, and not every function is yet available in every interface.","es":"Databricks anunció en beta Predictive AI Functions, un conjunto SQL para pronósticos, detección de anomalías, análisis de factores y predicción. Incluye una versión mejorada de ai_forecast y las funciones ai_top_drivers, ai_detect_anomalies, ai_predict_value y ai_predict_class. Se pueden invocar desde SQL; algunas también están disponibles en Genie. Los ejemplos usan viajes de taxis de Nueva York para analizar ingresos diarios y series de pasajeros. Databricks afirma que comparó ai_forecast con una función de otro almacén de datos mediante FEV-Bench. La afirmación de rendimiento procede de la propia prueba de la empresa; las API están en beta y aún no todas las funciones aparecen en cada interfaz.","fr":"Databricks a annoncé en bêta Predictive AI Functions, un ensemble SQL pour la prévision, la détection d’anomalies, l’analyse des facteurs et la prédiction. Il comprend une version améliorée d’ai_forecast, ainsi que ai_top_drivers, ai_detect_anomalies, ai_predict_value et ai_predict_class. Les fonctions s’appellent en SQL; certaines sont aussi accessibles dans Genie. Les exemples exploitent des trajets de taxi new-yorkais pour analyser les revenus quotidiens et les séries de passagers. Databricks indique avoir comparé ai_forecast à une fonction concurrente d’entrepôt avec FEV-Bench. Cette affirmation de performance provient du benchmark de l’entreprise; les API sont en bêta et toutes ne sont pas encore proposées dans chaque interface.","pt":"A Databricks anunciou em beta o Predictive AI Functions, um conjunto SQL para previsões, deteção de anomalias, análise de fatores e estimativas. Inclui uma versão melhorada do ai_forecast e as funções ai_top_drivers, ai_detect_anomalies, ai_predict_value e ai_predict_class. As funções podem ser chamadas em SQL; algumas também estão disponíveis no Genie. Os exemplos usam viagens de táxi de Nova Iorque para analisar receitas diárias e séries de passageiros. A Databricks afirma ter comparado o ai_forecast com uma função de outro armazém de dados no FEV-Bench. A alegação de desempenho vem do próprio teste da empresa; as APIs estão em beta e nem todas as funções estão disponíveis em cada interface.","tr":"Databricks, tahmin, anomali tespiti, etken analizi ve kestirim için SQL tabanlı Predictive AI Functions özelliklerini beta olarak duyurdu. Paket, güncellenmiş ai_forecast ile ai_top_drivers, ai_detect_anomalies, ai_predict_value ve ai_predict_class işlevlerini içeriyor. Fonksiyonlar SQL’de ve bazıları Genie arayüzünde kullanılabiliyor. Örnekler New York taksi yolculuklarından günlük gelir ve yolcu serilerini kullanıyor; şirket ayrıca ai_forecast işlevini FEV-Bench’te rakip bir veri ambarı işleviyle karşılaştırdığını belirtiyor. Sonuç iddiaları Databricks’in kendi kıyaslamasına aittir; API özellikleri beta durumundadır ve her fonksiyon her arayüzde henüz sunulmuyor."},"label":{"ar":"أعلنت Databricks عن إصدار تجريبي من Predictive AI Functions للتنبؤ وكشف الشذوذ وتحليل العوامل والتقدير عبر SQL. وتشمل المجموعة تحديث ai_forecast، إلى جانب ai_top_drivers وai_detect_anomalies وai_predict_value وai_predict_class. يمكن استدعاء الوظائف في SQL، كما تتاح بعضها عبر واجهة Genie.","de":"Databricks kündigte Predictive AI Functions als Beta an: SQL-Funktionen für Prognosen, Anomalieerkennung, Treiberanalyse und Vorhersagen. Das Paket umfasst ein verbessertes ai_forecast sowie ai_top_drivers, ai_detect_anomalies, ai_predict_value und ai_predict_class. Die Funktionen lassen sich in SQL aufrufen; einige sind auch in Genie verfügbar.","en":"Databricks announced its Predictive AI Functions in beta for forecasting, anomaly detection, driver analysis and prediction through SQL. The set includes an updated ai_forecast plus ai_top_drivers, ai_detect_anomalies, ai_predict_value and ai_predict_class. Functions can be called in SQL; some are also exposed through the Genie interface.","es":"Databricks anunció en beta Predictive AI Functions, un conjunto SQL para pronósticos, detección de anomalías, análisis de factores y predicción. Incluye una versión mejorada de ai_forecast y las funciones ai_top_drivers, ai_detect_anomalies, ai_predict_value y ai_predict_class. Se pueden invocar desde SQL; algunas también están disponibles en Genie.","fr":"Databricks a annoncé en bêta Predictive AI Functions, un ensemble SQL pour la prévision, la détection d’anomalies, l’analyse des facteurs et la prédiction. Il comprend une version améliorée d’ai_forecast, ainsi que ai_top_drivers, ai_detect_anomalies, ai_predict_value et ai_predict_class. Les fonctions s’appellent en SQL; certaines sont aussi accessibles dans Genie.","pt":"A Databricks anunciou em beta o Predictive AI Functions, um conjunto SQL para previsões, deteção de anomalias, análise de fatores e estimativas. Inclui uma versão melhorada do ai_forecast e as funções ai_top_drivers, ai_detect_anomalies, ai_predict_value e ai_predict_class. As funções podem ser chamadas em SQL; algumas também estão disponíveis no Genie.","tr":"Databricks, tahmin, anomali tespiti, etken analizi ve kestirim için SQL tabanlı Predictive AI Functions özelliklerini beta olarak duyurdu. Paket, güncellenmiş ai_forecast ile ai_top_drivers, ai_detect_anomalies, ai_predict_value ve ai_predict_class işlevlerini içeriyor. Fonksiyonlar SQL’de ve bazıları Genie arayüzünde kullanılabiliyor."},"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://www.databricks.com/blog/unlock-powerful-insights-and-forecasts-predictive-ai-functions"],"title":{"ar":"Databricks توسع وظائف الذكاء التنبؤي التجريبية","de":"Databricks erweitert prädiktive KI-Funktionen in der Beta","en":"Databricks expands predictive AI functions in beta","es":"Databricks amplía sus funciones predictivas en beta","fr":"Databricks élargit ses fonctions prédictives en bêta","pt":"Databricks amplia funções preditivas de IA em beta","tr":"Databricks predictive AI işlevlerini beta olarak genişletti"},"type":"events","updatedAt":"2026-10-15T21:40:26Z"}],"version":1},"data_downloads":[{"formats":{"csv":"https://newsverum.com/api/v1/articles/databricks-predictive-ai-functions-forecast-anomaly-beta/data/source-report?lang=en&format=csv","json":"https://newsverum.com/api/v1/articles/databricks-predictive-ai-functions-forecast-anomaly-beta/data/source-report?lang=en&format=json"},"id":"source-report"}],"data_types":["events"],"editorial_illustration":{"alt":"Conceptual illustration of technology, processors and connected information.","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":"en","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-adb5b5b3-0ca5-5d6b-891f-fe2a26e8954c","event_period":"2026-10-14","event_period_basis":"event-or-reference-period","id":"databricks-predictive-ai-functions-forecast-anomaly-beta","image":null,"importance":0.6,"language":"en","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","relations":[],"section_illustration":{"alt":"Conceptual illustration of technology, processors and connected information.","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":"en","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":"databricks-predictive-ai-functions-forecast-anomaly-beta","sources":[{"checkedAt":"2026-10-15","name":"Databricks","publishedAt":"2026-10-14","url":"https://www.databricks.com/blog/unlock-powerful-insights-and-forecasts-predictive-ai-functions"}],"summary":"Databricks announced its Predictive AI Functions in beta for forecasting, anomaly detection, driver analysis and prediction through SQL. The set includes an updated ai_forecast plus ai_top_drivers, ai_detect_anomalies, ai_predict_value and ai_predict_class. Functions can be called in SQL; some are also exposed through the Genie interface.","text":"Databricks announced its Predictive AI Functions in beta for forecasting, anomaly detection, driver analysis and prediction through SQL. The set includes an updated ai_forecast plus ai_top_drivers, ai_detect_anomalies, ai_predict_value and ai_predict_class. Functions can be called in SQL; some are also exposed through the Genie interface.\n\nDatabricks announced its Predictive AI Functions in beta for forecasting, anomaly detection, driver analysis and prediction through SQL. The set includes an updated ai_forecast plus ai_top_drivers, ai_detect_anomalies, ai_predict_value and ai_predict_class. Functions can be called in SQL; some are also exposed through the Genie interface.\n\nExamples use New York taxi trips to analyze daily revenue and passenger series. Databricks says it compared ai_forecast with a rival warehouse function on FEV-Bench. That performance claim comes from the company’s own benchmark; the APIs are in beta, and not every function is yet available in every interface.","title":"Databricks expands predictive AI functions in beta","topics":[],"translations":[{"api_url":"https://newsverum.com/api/v1/articles/databricks-predictive-ai-functions-forecast-anomaly-beta?lang=tr","language":"tr","url":"https://newsverum.com/tr/news/databricks-predictive-ai-functions-forecast-anomaly-beta"},{"api_url":"https://newsverum.com/api/v1/articles/databricks-predictive-ai-functions-forecast-anomaly-beta?lang=en","language":"en","url":"https://newsverum.com/en/news/databricks-predictive-ai-functions-forecast-anomaly-beta"},{"api_url":"https://newsverum.com/api/v1/articles/databricks-predictive-ai-functions-forecast-anomaly-beta?lang=ar","language":"ar","url":"https://newsverum.com/ar/news/databricks-predictive-ai-functions-forecast-anomaly-beta"},{"api_url":"https://newsverum.com/api/v1/articles/databricks-predictive-ai-functions-forecast-anomaly-beta?lang=fr","language":"fr","url":"https://newsverum.com/fr/news/databricks-predictive-ai-functions-forecast-anomaly-beta"},{"api_url":"https://newsverum.com/api/v1/articles/databricks-predictive-ai-functions-forecast-anomaly-beta?lang=es","language":"es","url":"https://newsverum.com/es/news/databricks-predictive-ai-functions-forecast-anomaly-beta"},{"api_url":"https://newsverum.com/api/v1/articles/databricks-predictive-ai-functions-forecast-anomaly-beta?lang=de","language":"de","url":"https://newsverum.com/de/news/databricks-predictive-ai-functions-forecast-anomaly-beta"},{"api_url":"https://newsverum.com/api/v1/articles/databricks-predictive-ai-functions-forecast-anomaly-beta?lang=pt","language":"pt","url":"https://newsverum.com/pt/news/databricks-predictive-ai-functions-forecast-anomaly-beta"}],"url":"https://newsverum.com/en/news/databricks-predictive-ai-functions-forecast-anomaly-beta"},"version":"1"}