# What is the best software for ongoing data quality monitoring?

<p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">Hi all, data quality can degrade over time as new sources and pipelines are added. I am looking for <a class="a a--md" elv="true" href="https://www.g2.com/categories/data-quality"><strong>tools that continuously monitor data health and surface</strong></a> issues before they impact reporting or operations.</p><p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">Platforms I am considering:</p><ul>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/monte-carlo/reviews"><strong>Monte Carlo</strong> </a>for data observability and quality monitoring</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/atlan/reviews"><strong>Atlan</strong></a> for data health visibility and governance</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/dbt/reviews"><strong>dbt</strong> </a>for monitoring test results over time</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/planhat/reviews"><strong>Planhat</strong></a> for customer data quality tracking</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-level data monitoring</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 monitoring data quality:</p><ul>
<li>Which platforms provided the most actionable alerts?</li>
<li>How noisy were notifications in practice?</li>
<li>Did monitoring help prevent downstream issues?</li>
</ul><p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true"></p>

##### Post Metadata
- Posted at: 6 months ago
- Author title: SEO Content Specialist
- Net upvotes: 1


## Comments
### Comment 1

&lt;p&gt;&lt;span style=&quot;background-color: transparent; color: rgb(0, 0, 0);&quot;&gt;&amp;nbsp;Have you found monitoring features restricted to higher pricing tiers?&lt;/span&gt;&lt;/p&gt;

##### Comment Metadata
- Posted at: 6 months ago
- Author title: SEO Content Specialist





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