# What are the best generative AI toolkits for launching a new app?

<p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">Building a new app with generative AI features requires choosing the right platform early. The best toolkits should support rapid prototyping, integrate with existing infrastructure, and scale as the product grows.</p><p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">According to <a class="a a--md" elv="true" href="https://www.g2.com/categories/generative-ai-infrastructure">generative AI infrastructure tools</a> on G2, the following platforms are frequently used for app development:</p><ol>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/google-vertex-ai/reviews"><strong>Vertex AI</strong></a><strong>:</strong> Managed machine learning toolkit from Google Cloud. Offers tools for training, tuning, and deploying models, with strong compatibility for app teams building on GCP.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/aws-bedrock/reviews"><strong>AWS Bedrock</strong></a><strong>:</strong> Provides access to top models via a unified API. Especially useful for teams already using AWS services and looking to embed generative AI into applications quickly.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/zoom-workplace/reviews"><strong>Zoom Workplace</strong></a><strong>:</strong> Designed for productivity, this platform includes generative AI enhancements for communication. Best suited for apps focused on meetings, messaging, or internal collaboration.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/google-cloud-ai-infrastructure/reviews"><strong>Google Cloud AI Infrastructure</strong></a><strong>:</strong> High-performance backend for training and inference. Ideal for apps that require advanced compute or support for large-scale AI workloads.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/botpress/reviews"><strong>Botpress</strong></a><strong>:</strong> Open-source toolkit for conversational AI. Well suited for apps needing integrated chatbots or virtual assistants with full developer control.</li>
</ol><p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">Which of these toolkits has offered the best speed, integration, and performance when launching a new app? Insight into setup time, scalability, or ease of deployment would be especially useful.</p>

##### Post Metadata
- Posted at: about 1 year ago
- Author title: BBCOR Tester
- Net upvotes: 1


## Comments
### Comment 1

&lt;p&gt;I heard Vertex AI and AWS Bedrock are solid picks for launching generative AI apps. Has anyone used either to get a new product off the ground? Curious how they compare on ease of use and integration. You can also check more options here: https://www.g2.com/categories/generative-ai-development-platforms.&lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;

##### Comment Metadata
- Posted at: about 1 year ago
- Author title: BBCOR Tester





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