G2

ashish r.

senior software engineer

Enterprise (> 1000 emp.)

6/3/2026

"Fast, Consistent Data Exploration Across Dimensions with Kyvos Semantic Layer"

5/5

What do you like best about Kyvos Semantic Layer?

What I appreciate most about Kyvos semantic layer is how fast we can explore data across regions, products and time periods. You can move across different dimensions and drill into metrics without worrying about how the query is being handled in the background. Numbers stay consistent across reports. There’s less back-and-forth on definitions, which makes discussions more focused on insights rather than validating the data. Review collected by and hosted on G2.com.

What do you dislike about Kyvos Semantic Layer?

There’s a bit of a mindset shift in how you approach analysis. Instead of building queries from scratch each time, you rely more on the pre-defined models and structures.

Once you get used to that way of working, it actually makes analysis much more straightforward across the team. Review collected by and hosted on G2.com.

What problems is Kyvos Semantic Layer solving and how is that benefiting you?

Our biggest challenge was working with large volumes of data without slowing down analysis. Queries used to get expensive and time-consuming, especially when multiple people were exploring data at the same time.

With Kyvos, we’re able to interact with data much more freely. It’s easier to explore trends, compare performance, and answer follow-up questions without worrying about query delays. Review collected by and hosted on G2.com.