Liminal AI Reviews & Product Details

I find luminal most helpful for using ai at work without worrying too much about the data security. I like that it brings multiple ai models together and can work with internal company data. Review collected by and hosted on G2.com.

one thing ii dislike is that it feels more focused on enterprose needs, so it can feel a bit complex if you're just looking for a simple AI tool. I also think the value may take some time to understand and see in day to day use Review collected by and hosted on G2.com.

Liminal AI is super interesting because of how seamlessly it blends different AI models into one place. Instead of sticking to just one ecosystem, you can jump between models like GPT, Claude, and Gemini, compare their outputs side-by-side, or route tasks to whichever model handles them best. It makes testing and finding the right tool for a specific job effortless. Review collected by and hosted on G2.com.

The biggest downside to Liminal AI is that it can feel a bit rigid and complex to set up. Because it’s heavily focused on enterprise security, data privacy, and strict governance, it lacks a free trial or free tier for individual users to just play around with. It’s built for strict corporate environments, so it misses the quick, plug-and-play simplicity you get from standard consumer AI tools. Review collected by and hosted on G2.com.

It has a very good UI/UX, which makes the platform easy to use. It also makes AI integration with other downstream systems straightforward. It’s very useful for quickly experimenting with AI features. They also offer strong features like model integrations and AI workflows, which come in very handy. That said, it feels a little costly when compared with other apps. Review collected by and hosted on G2.com.

Some of the more advanced AI features take time to understand, and the support documentation is very poor. Aside from that, the platform often feels slow and can lag at times. Review collected by and hosted on G2.com.

Honestly, the biggest win for us has been not having to worry about someone accidentally pasting customer data or confidential notes into ChatGPT. It automatically catches and hides that sensitive info in real time, so our team can actually use AI tools without IT breathing down our necks. The setup was pretty painless, and having one clear place to see how AI is being used across the board gives a lot of peace of mind without slowing anyone down. Review collected by and hosted on G2.com.

The initial rule configuration took some trial and error to get right. Early on, the redaction was a bit overly aggressive and flagged normal business jargon, so we had to spend time fine-tuning custom policies to cut down on false positives. Also, having deeper out-of-the-box reporting dashboards and more native integrations for niche workflow apps without having to touch the API would make ongoing management much easier. Review collected by and hosted on G2.com.

For everyday workflow apps embeds directly into tools like Microsoft Office 365, Google Workspace, Slack, and Salesforce which is great. It also perfroms ver soothly particularly with the no tab-switching which keeps multi-model chat experiences right inside the user's active screen or browser extension. Pricing is a bit high but worth it based on how helpful support is during onboarding. The AI model is very smart and efficient. Review collected by and hosted on G2.com.

Liminal AI has a very steep learning curve Review collected by and hosted on G2.com.

I use Liminal AI mainly for Excel work — managing sheets and building formulas. It saves real time on things like nested lookups or conditional sums that used to mean trial and error to get the syntax right; now I describe what I need and get a working formula back quickly. It's also useful for reading and debugging formulas in sheets I didn't build myself, which I didn't expect but use often. Performance has been solid for my day-to-day use, and it's fit well into my workflow without much of a learning curve. Review collected by and hosted on G2.com.

Nothing major to report so far—it's handled everything I've thrown at it for spreadsheet work, and it’s been reliable for what I need. Review collected by and hosted on G2.com.

What I like best about Liminal AI is how it makes AI adoption easier while keeping security and governance in mind. The multi-model approach is especially useful because it allows users to work with different AI models from one platform, while features like data protection, access controls, and observability help organizations use AI more safely and efficiently. Review collected by and hosted on G2.com.

What I dislike about Liminal AI is that the platform can feel complex to configure and manage, especially for new users. Some integrations and advanced features may also require additional technical expertise, and the overall cost could be a concern for smaller organizations. Review collected by and hosted on G2.com.

What I like most about Liminal AI is how easy it is to use and how quickly it provides answers. It also helps me improve my content and manages a variety of tasks smoothly. Having all of these AI capabilities in one place saves me a lot of time and makes my work much easier overall. Review collected by and hosted on G2.com.

Sometimes the AI gives inaccurate or slightly misleading answers, so I still need to double-check any important information. Other than that, I haven’t run into any major issues so far. Review collected by and hosted on G2.com.

What I like most about Liminal AI is that it makes my work faster and easier. It’s simple to use, saves me time, and helps me get things done without making the process complicated. Review collected by and hosted on G2.com.

The main thing I dislike is that some features can feel limited, and sometimes it takes a bit of time to get the exact result I want. Review collected by and hosted on G2.com.

Liminal AI makes managing complex workflows feel incredibly effortless. What I appreciate most are its accurate responses, smooth user interface, and overall speed. It reliably automates daily repetitive tasks and saves me a lot of time. Review collected by and hosted on G2.com.

The interface can sometimes feel a little sluggish during heavier use, and the advanced customization options are fairly limited. On top of that, the learning curve for a few niche features is a bit steeper, so it takes extra time to get comfortable and use them smoothly. Review collected by and hosted on G2.com.