# What are the top-rated emerging AI software for data analysis that non-tech people can use?

<p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">I’ve been exploring top-rated <a class="a a--md" elv="true" href="https://www.g2.com/categories/emerging-ai-software">emerging AI software</a> for data analysis that non-tech people can use. A lot of platforms claim to be "easy-to-use" but in practice, usability depends on things like natural language queries, guided insights, and how much setup is required upfront. Tools that simplify querying and interpretation tend to stand out the most for non-technical users.</p><p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">A few emerging tools seem more aligned with making data usable rather than just accessible: Algolia, Avaamo, and Atria AI.</p><ul>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/algolia/reviews">Algolia</a>: Not a traditional analytics tool, but interesting for teams that rely on search-driven insights. Its AI-powered search layer makes it easier to retrieve and explore data quickly without digging through dashboards.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/avaamo-avaamo/reviews">Avaamo</a>: Leans into conversational AI, which can make data exploration feel more like asking questions than building reports. This approach aligns well with the broader shift toward natural language analytics for non-technical users.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/atria-ai/reviews">Atria AI</a>: Seems more tied to operational and marketing analytics, where insights are embedded into workflows. It’s less about standalone dashboards and more about making data actionable within day-to-day tasks.</li>
</ul><p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">What I’m still trying to figure out: For non-technical teams, what ends up being more valuable over time, is it conversational interfaces that simplify access, or structured tools that offer more control once users get comfortable?</p>

##### Post Metadata
- Posted at: 4 months ago
- Author title: Marketer
- Net upvotes: 1


## Comments
### Comment 1

&lt;p&gt;Came across this interesting breakdown of &lt;a href=&quot;https://learn.g2.com/best-statistical-analysis-software&quot; rel=&quot;noopener noreferrer&quot; target=&quot;_blank&quot;&gt;statistical analysis tools&lt;/a&gt;. It looks like a helpful resource for people looking for data analysis options.&lt;/p&gt;

##### Comment Metadata
- Posted at: 4 months ago
- Author title: Marketer





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