---
title: "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
source_url: https://www.cockroachlabs.com/blog/cockroachdb-bigquery-vertex-ai/
type: article
source: "CockroachDB"
author: "Cockroach Labs"
published: 2024-04-09T19:02:08.803Z
updated: 2025-09-06T02:52:32.280Z
tags: ["cockroachdb", "olap", "vertex-ai"]
reading_time: 13
upvotes: 0
comments: 0
language: en
---

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# 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: <https://www.cockroachlabs.com/blog/cockroachdb-bigquery-vertex-ai/>

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---

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)