Omni Analytics Reviews & Product Details

The speed of building is unmatched, I can go from a raw question to a fully functional dashboard in minutes, not days. The workbook-to-dashboard flow is intuitive, and the semantic layer means once a metric is defined, it's reusable everywhere without rewriting logic. The standout though is Blobby, the AI agent. It's genuinely powerful at helping uncover the exact question stakeholders are trying to ask, they can explore data in plain English, and it turns vague asks into precise, accurate queries grounded in our semantic model. It's changed how non-technical teams self-serve data. Review collected by and hosted on G2.com.

A few UI friction points: small edits on dashboards — like adjusting a filter or renaming a field — can feel slow, often triggering full refreshes for what should be lightweight changes. When scrolling horizontally through wide tables, the trackpad gesture sometimes accidentally triggers the browser's back navigation, losing my place. Dashboard settings can also be inconsistent across places, and some button placements in the UI could be more efficient — common actions occasionally take more clicks than they should. Review collected by and hosted on G2.com.

It's an extremely powerful analytical tool, with a lot of depth and amazing features. Their AI features and innovation speed are extra important to us. Review collected by and hosted on G2.com.

The barrier to entry for making analyses yourself is quite high, and even though almost anything is possible to make, you need to deeply know the ins and outs of their system to do it yourself. That said, their AI features are very good at making analyses, so most people won't need to learn to do it themselves anyways. Review collected by and hosted on G2.com.

I like that Omni Analytics gives us a source of truth for metrics and field definitions. We define things once in dbt, and Omni pulls them in automatically, so we don’t have to duplicate work. I find the developer experience great, and I like how the AI and content validator support development. For stakeholders, there are lots of ways to explore data through the UI, SQL, or sheets and Excel functions. It’s easy to create dashboards and visuals, and the dashboard controls and filters help us build the standard dashboards we want. Omni AI helps me find existing dashboards and metrics, create analyses, and get insights quickly without clicking through lots of tabs, tables, or fields. It also helps users explore data that might otherwise be stuck in silos or institutional knowledge. I appreciate that Omni keeps adding tools and resources and making the experience better. I also value its AI evaluations and reporting for understanding how people use AI, along with the out-of-the-box and customizable reporting. The AI assistant is especially helpful for getting insights quickly and creating visuals, dashboard logic, measures, and dimensions. I also like the resources for making dashboards look consistent. The initial setup was pretty easy; with support from Omni, a consulting team, and our own team, we migrated from Looker in about seven to eight weeks. Omni pulled in much of our dbt semantic layer out of the box. I’ve had a great experience so far, and I appreciate the open feedback, demos, and commitment to making the tool better. I feel like our company is better off using Omni Analytics. Review collected by and hosted on G2.com.

I've been trying to navigate credit consumption, as a lot of tools have moved that way and everyone's trying to figure out the best way to provide pricing with the best experience. Review collected by and hosted on G2.com.

Ease of use! I can quickly get the answers I need—whether that means creating a new analysis from scratch, easily finding the right dashboard to answer my question, or simply asking Blobby. Review collected by and hosted on G2.com.

I’m a business user, so I mainly use Omni to get answers to questions and can’t really speak to the administrative side. That said, I have no complaints so far. It’s been a clear improvement over the tools we’ve used in the past. Review collected by and hosted on G2.com.

The semantic layer is incredible. It gives us flexibility and a real sense of ownership while still maintaining strong governance. Blobby AI is also amazing, helping users quickly get to the visualizations and analysis they need. Review collected by and hosted on G2.com.

It’s a software product that’s still in development, which is great, but it can also mean that updates sometimes change things in ways that break parts of already built visualizations and analysis. Review collected by and hosted on G2.com.

being a new tool in the market, omni has still managed to capture a lot of essential features. their ui is very easy to understand. it supports various data sources and is very easy to connect to them. the performance on relatively smaller datasets is amazing. i have also found their starting videos and documentation to be very helpful. the blobby ai feature and ai summary charts are very exclusive to them and very interesting Review collected by and hosted on G2.com.

when large datasets are imported and the dashboard has many charts, it lags a bit. right now, it does not support multiple dashboards in a single file feature like in tableau. it also does not support a lot of the chart types and we need to create them seperately using code Review collected by and hosted on G2.com.

I like the constant innovation and product growth in Omni Analytics and the fact that their customer service team engages with us when we encounter rough edges. I appreciate the modeling layer the most, as it ensures a secure experience for everyone and offers various data exposure surfaces to meet many people's needs simultaneously. Review collected by and hosted on G2.com.

I wish the administrative surface gave us more control, especially about security areas like scheduling content. The great governance layer of modeling needs to be extended to the full surface of the product so we can more precisely control who gets access to what feature when. Review collected by and hosted on G2.com.

I find Omni Analytics easy to use, and it makes data easy to read. I like being able to play with data and dashboards, and I can easily show my colleagues what I want to show through charts and data visualization. Review collected by and hosted on G2.com.

The AI doesn’t work well in most cases. I can ask it to do simple tasks, but I can’t ask it to build a dashboard. I’d like to be able to use existing LLMs that are more performant than Omni AI. Review collected by and hosted on G2.com.

It makes interrogating company data and sorting through it to get actionable insights so easy and simple. It’s broadened my understanding of what our company does and how it has performed, and I’m very impressed. Review collected by and hosted on G2.com.

Honestly, I haven’t found anything in there that I don’t like. If I had one suggestion, it would be adding an easier way to save AI conversations and the results from the chatbot. Review collected by and hosted on G2.com.

What I like most about Omni Analytics is that it makes it easy for both analysts and business users to explore data and build dashboards quickly. It supports different workflows (SQL and spreadsheet-like formulas) while keeping metrics consistent, and it stays fast even on more complex dashboards Review collected by and hosted on G2.com.

A few things could be improved: some advanced features feel a bit hidden, and the modeling/IDE experience could use stronger IntelliSense plus better organization (e.g., deeper field nesting) to make large workbooks easier to navigate. I’ve also seen occasional rough edges—complex dashboards can be unstable depending on the underlying models, and documentation sometimes lags behind new releases, which can slow down customization. Review collected by and hosted on G2.com.