{"@context":"https://neupai.io/schema/v0.2","@type":"StructuredNewsArticle","identity":{"article_id":"tech42_20260821_tableau-agentic-analytics-seoul","canonical_url":"https://www.tech42.co.kr/%ed%98%84%ec%9e%a5-%ed%96%89%eb%8f%99%ed%95%98%ec%a7%80-%ec%95%8a%eb%8a%94-%eb%8d%b0%ec%9d%b4%ed%84%b0-%eb%b6%84%ec%84%9d%ec%9d%80-%eb%ac%b4%ec%9a%a9%ed%95%98%eb%8b%a4/?utm_source=rss&utm_medium=rss&utm_campaign=%25ed%2598%2584%25ec%259e%25a5-%25ed%2596%2589%25eb%258f%2599%25ed%2595%2598%25ec%25a7%2580-%25ec%2595%258a%25eb%258a%2594-%25eb%258d%25b0%25ec%259d%25b4%25ed%2584%25b0-%25eb%25b6%2584%25ec%2584%259d%25ec%259d%2580-%25eb%25ac%25b4%25ec%259a%25a9%25ed%2595%2598%25eb%258b%25a4","ai_url":null,"publisher":{"name":"테크42","domain":"www.tech42.co.kr","type":"online"},"author":"황정호","published_at":"2026-08-21T00:59:44.000Z","updated_at":null,"language":"en","article_type":"straight_news","originality":"self_produced"},"content":{"headline":"[On-site] \"Data Analysis Without Action Is Useless\"...Tableau Rewrites the Role of Analytics in the AI Era","summary":"Salesforce Tableau announced its 'Agentic Analytics' strategy, stating it will usher in an era of proactive analytics where AI understands data context and connects it to actual business actions. Vice President Matthew Miller emphasized that the core of data analysis lies in insight and action, and introduced the technical foundation built on a knowledge engine and a decision engine.","topics":["data analytics","artificial intelligence","b2b software","salesforce","tableau"],"geography":["KR","US"],"entities":[{"name":"Tableau","canonical_id":"corp:us:tableau","type":"company","role_in_article":"primary_subject","metadata":{"ticker":null,"parent":"corp:us:salesforce"}},{"name":"Salesforce","canonical_id":"corp:us:salesforce","type":"company","role_in_article":"parent_company","metadata":{"ticker":"CRM.N","parent":null}},{"name":"Matthew Miller","canonical_id":"person:us:matthew-miller","type":"person","role_in_article":"quoted","metadata":{"ticker":null,"parent":null}},{"name":"Kim Young-gyun","canonical_id":"person:kr:kim-young-kyun","type":"person","role_in_article":"mentioned","metadata":{"ticker":null,"parent":null}},{"name":"Lee Su-min","canonical_id":"person:kr:lee-soo-min","type":"person","role_in_article":"mentioned","metadata":{"ticker":null,"parent":null}},{"name":"Park Sang-yoon","canonical_id":"person:kr:park-sang-yoon","type":"person","role_in_article":"mentioned","metadata":{"ticker":null,"parent":null}},{"name":"Stanford University","canonical_id":"org:us:stanford-university","type":"organization","role_in_article":"mentioned","metadata":{"ticker":null,"parent":null}}],"claims":[{"id":"c1","statement":"Salesforce held the 'Tableau DataFam Seoul 2026' event on the 20th at the Grand InterContinental Seoul Parnas in Samseong-dong, Seoul","as_of":"2026-08","as_of_explicit":true,"as_of_raw":"the 20th","source_type":"media_report","comparison":null,"type":"fact","figures":null,"expiry_hint":null,"insight":null},{"id":"c2","statement":"About 2,000 registrants attended the Tableau DataFam Seoul 2026 event","as_of":"2026-08","as_of_explicit":false,"as_of_raw":"August 2026","source_type":"media_report","comparison":null,"type":"fact","figures":{"value":2000,"unit":"명","approximate":true,"converted":null},"expiry_hint":null,"insight":null},{"id":"c3","statement":"Data from 892 companies was visualized at the Tableau DataFam Seoul 2026 event","as_of":"2026-08","as_of_explicit":false,"as_of_raw":"August 2026","source_type":"media_report","comparison":null,"type":"fact","figures":{"value":892,"unit":"개","approximate":false,"converted":null},"expiry_hint":null,"insight":null},{"id":"c4","statement":"Tableau is presenting a direction that enables AI agents to understand company-specific metrics and business rules based on 33 million semantic models accumulated over the past decade or so","as_of":"2026-08","as_of_explicit":false,"as_of_raw":"over the past decade or so","source_type":"company_disclosure","comparison":null,"type":"fact","figures":{"value":33000000,"unit":"개","approximate":false,"converted":null},"expiry_hint":null,"insight":null},{"id":"c5","statement":"Tableau originated from a Stanford University computer science research project in 2003","as_of":"2003","as_of_explicit":true,"as_of_raw":"2003","source_type":"media_report","comparison":null,"type":"fact","figures":null,"expiry_hint":null,"insight":null},{"id":"c6","statement":"Vice President Matthew Miller stated that he will expand the role of data analysis into 'Agentic Analytics,' where AI grasps the meaning and business context of corporate data, discovers insights, and supports decision-making and subsequent actions","as_of":"2026-08","as_of_explicit":false,"as_of_raw":"August 2026","source_type":"company_plan","comparison":null,"type":"future_plan","figures":null,"expiry_hint":null,"insight":{"analyst_name":"매튜 밀러","analyst_affiliation":"태블로","confidence":"high","forecast_horizon":"long_term","sentiment":"bullish","reasoning":"Judged that proactive analytics, in which AI goes beyond simple data visualization to understand context and connect it to action, is necessary"}}],"ai_emotional_context":{"valence":0.4,"arousal":0.5,"primary_emotions":[{"emotion":"optimistic","intensity":0.7},{"emotion":"excited","intensity":0.5}],"secondary_emotions":[{"emotion":"curious","intensity":0.4}],"emotional_triggers":[{"claim_id":"c6","emotion":"optimistic","reason":"major_opportunity"}]},"image":{"url":"https://onjblseywainslkhvkav.supabase.co/storage/v1/object/public/article-images/bf337bea-ded7-4a12-b46f-c8bfad7f5b91.jpg","alt":"헤드셋 마이크를 착용한 발표자가 무대에서 손짓하며 태블로 컨퍼런스에서 발표하고 있다.","caption":"데이터 분석 플랫폼 태블로(Tableau)의 제품 전략을 총괄하는 매튜 밀러(Matthew Miller) 글로벌 태블로 제품 관리 부문 부사장. (사진=테크42)","source":"first_img","alt_status":"auto"}},"provenance":{"source_chain":["primary_reporting"],"original_source_url":null,"related_articles":[]},"temporal":{"freshness":"recent","next_update_expected":null},"access":{"license":"neupai_standard","attribution_required":true,"structured_data":"free","full_text_available":false,"full_text_access":null}}