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.

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.

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.