Omni AI Analytics Platform

What do you like best about the product?

Omni Analytics is innovative & it's clear they consistently embed features ranging from a small tweak to a chart's customizability to features or integrations that open up new possibilities in the age of AI.

What do you dislike about the product?

There are few downsides to Omni Analytics; it's an incredible tool that has filled all existing gaps in the data visualization / BI incumbents. If I had to mention one feature, it would be the map. It's beautiful, but we've had to build a custom map through MapBox to gain the dynamism & customizability our application demands.

What problems is the product solving and how is that benefiting you?

Dynamic self-service analytics; bidirectional dbt integration; embedded analytics (e.g. iframe); broad visualization types.

What do you like best about the product?

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.

What do you dislike about the product?

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.

What problems is the product solving and how is that benefiting you?

Omni Analytics gives us a source of truth through the semantic layer, connecting our dbt models so all our metrics and numbers come from the same source for our canonical dashboards, models, and data.

What do you like best about the product?

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.

What do you dislike about the product?

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.

What problems is the product solving and how is that benefiting you?

I use Omni Analytics to make data easy to read.

What do you like best about the product?

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.

What do you dislike about the product?

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.

What problems is the product solving and how is that benefiting you?

For us, their embedded analytics use case is essential to us. We had an in-house custom analytics system and moved to using Omni instead, where we were able to replace almost all features 1:1, and also got loads of new features on top with very little effort from our side.

What do you like best about the product?

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.

What do you dislike about the product?

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.

What problems is the product solving and how is that benefiting you?

It allows business owners to create their own analysis without needing a data expert, while still preventing them from making it official analytics without a review.

What do you like best about the product?

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.

What do you dislike about the product?

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.

What problems is the product solving and how is that benefiting you?

Omni Analytics lets us maintain a data platform with a small team, meeting diverse needs easily, and offering secure reporting options for users with varying familiarity with data tools.

What do you like best about the product?

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.

What do you dislike about the product?

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.

What problems is the product solving and how is that benefiting you?

As a two-person data team, Omni fills the analyst gap for us — we don't have to worry about a dedicated layer of report builders. Business teams self-serve while we focus on the pipeline. Scheduled deliveries have been a huge win: we deliver dashboards reliably and even use Omni to catch dbt failures and surface new dbt variables, with instant alerting when something breaks. Room to grow: customization could be deeper, and I'd love to see more developer-side capabilities — e.g., Omni acting as a dbt inspector from the start, analyzing schemas and suggesting possible optimizations. That would make it an even stronger partner for lean data teams.

What do you like best about the product?

Dynamic user flow and dashboard configuration

What do you dislike about the product?

A little difficult at start to udnerstand the budiling

What problems is the product solving and how is that benefiting you?

For me, this is beneficial because it simplifies tracking key metrics, improves visibility across different data sources, and makes it easier to identify trends and patterns without depending heavily on technical teams. It saves time, supports better decision making, and enables more efficient reporting through centralized dashboards and visual analytics.

What do you like best about the product?

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.

What do you dislike about the product?

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.

What problems is the product solving and how is that benefiting you?

It’s helping me understand the core business problems and try to solve them. It basically provides a spotlight on where I need to look, and then I can start addressing those business problems in an actionable way.

What do you like best about the product?

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

What do you dislike about the product?

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

What problems is the product solving and how is that benefiting you?

omni has a shared model approach making it easier for organizations to work together. by simply promoting the changes, all your peers will be able to see and use the changes you have made.