# An opinionated guide to consolidating our data

DevFeed: [An opinionated guide to consolidating our data](<https://devfeed.tech/articles/an-opinionated-guide-to-consolidating-our-data-8675.md>)

Original publisher: [Read original article](<https://trino.io/blog/2022/05/24/an-opinionated-guide-to-consolidating-our-data.html>)

Author: Abhi Vaidyanatha

Published: 2022-05-24T00:00:00Z

Content type: article

Language: en

Sources: [Trino Blog](<https://devfeed.tech/sources/trino-blog.md>)

Topics: [data-engineering](<https://devfeed.tech/topics/data-engineering.md>), [data](<https://devfeed.tech/topics/data.md>), [foss](<https://devfeed.tech/topics/foss.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>)

Tags: [article](<https://devfeed.tech/tags/article.md>), [blog-post](<https://devfeed.tech/tags/blog-post.md>), [community](<https://devfeed.tech/tags/community.md>), [data-engineering](<https://devfeed.tech/tags/data-engineering.md>), [foss](<https://devfeed.tech/tags/foss.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [partnership](<https://devfeed.tech/tags/partnership.md>)

## AI overview

An opinionated guide to consolidating data in a central location with minimal architectural choices. It recommends Airbyte as a straightforward open-source ELT tool that can be deployed with three terminal commands, managed through a UI, and used for incremental data synchronization. Meltano and KETL are discussed as alternatives, but the article recommends Airbyte for this use case.

## Source excerpt

Maximizing your experience with zero choices. I'm publishing this blog post in partnership with the Trino community to go along a lightning talk I'm giving for their event, Cinco de Trino. This article was originally published on Abhi's Medium site "My data is all over the place and attempting to analyze or query it is not only time consuming and expensive, but also emotionally taxing."