# Which company offers the most reliable AI infrastructure tools?

<p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">We're trying to get a sense of which companies are leading the way when it comes to reliable and scalable AI infrastructure.</p><p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">For teams building generative AI products, infrastructure is a critical foundation. Whether you need training resources, access to top models via API, or dependable deployment pipelines, the right platform can make all the difference. Based on <a class="a a--md" elv="true" href="https://www.g2.com/categories/generative-ai-infrastructure">generative AI infrastructure tools</a> on G2, here are a few providers I’m currently looking into. If you’ve worked with any of these, I’d really appreciate your take.</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> Fully managed platform for training, deploying, and scaling ML models. Integrates tightly with Google Cloud tools and supports both open-source and proprietary models.</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> Unified API for accessing models from providers like Anthropic and Meta. Deep AWS integration makes it ideal for teams already using Amazon's cloud.</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> Collaboration suite with built-in generative AI productivity tools. Useful if you’re embedding AI into workflows like meetings or messaging.</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 with TPU support. Suited to teams needing raw compute and infrastructure control.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/botpress/reviews"><strong>Botpress</strong></a><strong>:</strong> Developer-first platform for building conversational AI assistants. Open-source and ideal for teams creating custom chatbots or interfaces.</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 provider have you found most reliable for your use case? Whether it’s uptime, customer support, integration, or long-term scalability, I’d love to hear what stood out to you.</p>

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


## Comments
### Comment 1

&lt;p&gt;&lt;span style=&quot;color: rgb(37, 37, 48);&quot;&gt;Think Google may be winning this race at the moment... I just read some Vertex reviews and they sound great&lt;/span&gt;&lt;/p&gt;

##### Comment Metadata
- Posted at: about 1 year ago
- Author title: G2 user since 2020





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