Home / BlogWhy data integration will never be fully solved, and what Fivetran, Airbyte, Singer, dlt and CloudQuery do about it Table of Contents SolutionsOctober 11 2023Anna GellerTable of ContentsChallenges with data ingestionThe rise of ELTHow vendors approached data ingestionNo-code SaaS toolsWhy no-code is often not enoughOpen standards vs. open-source pluginsOpen standard: SingerOpen-source connector ecosystemsThe differences between open-source data ingestion toolsAirbyteCloudQuerydltHubWhy data ingestion will never be fully solved and what you can do about itContribute Edit this page Join us on Slack GitHub Twitter LinkedIn