# What are the best platforms for combining data preparation with ETL processes?

<p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">Hi everyone, we are looking to streamline how raw data is ingested, transformed, and prepared for analytics without juggling too many separate tools. I am interested in <a class="a a--md" elv="true" href="https://www.g2.com/categories/data-preparation"><strong>platforms that combine data preparation with ETL-style workflows.</strong></a></p><p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">Some tools I am evaluating:</p><ul>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/alteryx/reviews"><strong>Alteryx</strong></a> for end-to-end data prep and ETL workflows</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/dbt/reviews"><strong>dbt</strong> </a>for transformation-focused data preparation in modern stacks</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/sas-sas-viya/reviews"><strong>SAS Viya</strong></a> for enterprise data preparation and analytics</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/incorta/reviews"><strong>Incorta</strong></a> for direct data mapping and transformation</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/domo/reviews"><strong>Domo</strong></a> for integrated data ingestion and preparation</li>
</ul><p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">For teams combining ETL and prep:</p><ul>
<li>Which platforms reduced pipeline complexity the most?</li>
<li>How flexible were transformation workflows?</li>
<li>Did performance hold up at scale?</li>
</ul>

##### Post Metadata
- Posted at: 5 months ago
- Author title: SEO Content Specialist
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## Comments
### Comment 1

&lt;p&gt;&lt;span style=&quot;background-color: transparent; color: rgb(0, 0, 0);&quot;&gt;&amp;nbsp;Have you encountered ETL or transformation limits unless you upgraded plans?&lt;/span&gt;&lt;/p&gt;

##### Comment Metadata
- Posted at: 5 months ago
- Author title: SEO Content Specialist





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