--- title: Integrating OLTP and OLAP systems: Enhanced decision... description: Integrating OLTP and OLAP systems can enhance capabilities around business intelligence, predictive analytics, and operational efficiency. CockroachDB is a... canonical: https://daily.dev/posts/integrating-oltp-and-olap-systems-enhanced-decision-making-with-cockroachdb-bigqueryml-and-vertex--t5ftwcwup twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Integrating OLTP and OLAP systems: Enhanced decision making with CockroachDB, BigQueryML and Vertex AI | daily.dev og:description: Integrating OLTP and OLAP systems can enhance capabilities around business intelligence, predictive analytics, and operational efficiency. CockroachDB is a... og:url: https://daily.dev/posts/integrating-oltp-and-olap-systems-enhanced-decision-making-with-cockroachdb-bigqueryml-and-vertex--t5ftwcwup og:image: https://api.daily.dev/og/posts/t5FTWcwUP.png og:image:alt: Integrating OLTP and OLAP systems: Enhanced decision making with CockroachDB, BigQueryML and Vertex AI og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Integrating OLTP and OLAP systems: Enhanced decision making with CockroachDB, BigQueryML and Vertex AI **[CockroachDB](https://daily.dev/sources/cockroachdb)** · [@cockroachdb302](https://daily.dev/cockroachdb302) · 13 min read · 0 upvotes · 0 comments ## Summary Integrating OLTP and OLAP systems can enhance capabilities around business intelligence, predictive analytics, and operational efficiency. CockroachDB is a distributed SQL database suitable for OLTP scenarios, while BigQuery is a leading OLAP solution. The integration between CockroachDB and BigQuery enables the seamless flow of data for in-depth analysis. Leveraging BigQueryML and Vertex AI enhances the power of transactional data for predictive insights and automates decision-making processes. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#cockroachdb](https://daily.dev/tags/cockroachdb), [#olap](https://daily.dev/tags/olap), [#vertex-ai](https://daily.dev/tags/vertex-ai) [View this post on daily.dev](https://daily.dev/posts/integrating-oltp-and-olap-systems-enhanced-decision-making-with-cockroachdb-bigqueryml-and-vertex--t5ftwcwup) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Integrating OLTP and OLAP systems: Enhanced decision making with CockroachDB, BigQueryML and Vertex AI","url":"https://daily.dev/posts/integrating-oltp-and-olap-systems-enhanced-decision-making-with-cockroachdb-bigqueryml-and-vertex--t5ftwcwup","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/integrating-oltp-and-olap-systems-enhanced-decision-making-with-cockroachdb-bigqueryml-and-vertex--t5ftwcwup"},"datePublished":"2024-04-09T19:02:08.803Z","dateModified":"2025-09-06T02:52:32.280Z","description":"Integrating OLTP and OLAP systems can enhance capabilities around business intelligence, predictive analytics, and operational efficiency. 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