Kyvos gives us a centralized way to manage metrics, hierarchies, permissions and business logic across the organization. It supports AI initiatives with governed business semantics. Review collected by and hosted on G2.com.

The platform is quite feature-rich, so during the early phase we had a lot of discussions around how metrics and bu. siness definitions should be structured. That took some time initially, especially across departments. Review collected by and hosted on G2.com.

Our organization uses multiple data platforms, so interoperability was important for us. Kyvos semantic layer worked well across our cloud ecosystem and helped standardize analytics access without forcing us into a single BI stack. I also like that it connects with existing BI tools instead of requiring users to completely change their workflows Review collected by and hosted on G2.com.

Cross-platform environments naturally involve additional coordination between infrastructure and analytics teams. Kyvos still handled that better than many solutions we evaluated. Review collected by and hosted on G2.com.

Our organization uses multiple data platforms, so interoperability was important for us. Kyvos semantic layer worked well across our cloud ecosystem and helped standardize analytics access without forcing us into a single BI stack. I also like that it connects with existing BI tools instead of requiring users to completely change their workflows. Review collected by and hosted on G2.com.

Cross-platform environments naturally involve additional coordination between infrastructure and analytics teams. Kyvos still handled that better than many solutions we evaluated. Review collected by and hosted on G2.com.

Kyvos semantic layer handled high user concurrency much better than our previous analytics setup. During seasonal retail reporting, hundreds of users' access dashboards simultaneously. Review collected by and hosted on G2.com.

No issues found so far. Kyvos gives enough visibility and control to manage scaling without major operational issues. Review collected by and hosted on G2.com.

We track campaign performance across channels and the questions keep changing as campaigns evolve. Kyvos semantic layer has helped us to quickly move from a high-level view to detailed insights. This is especially helpful when campaigns are running live. Review collected by and hosted on G2.com.

It took a little time to get comfortable with it, but after that it’s been straightforward. Review collected by and hosted on G2.com.

What stood out to me is how with Kyvos semantic layer, AI responses feel more aligned with business contexts. Instead of just pulling from raw tables, answers reflect actual metrics that we already use. Kyvos also fits well with existing workflows, since teams don’t have to learn a new way of asking questions. Review collected by and hosted on G2.com.

The initial setup requires coordination across teams, but after that we haven’t faced any issues. Review collected by and hosted on G2.com.

We started using Kyvos semantic layer mainly because our dashboards were getting slower as data volume increased. Some of our reports involve detailed drilldowns and performance would drop when users tried to explore beyond summary levels. After moving to Kyvos, those same dashboards feel noticeably faster and more interactive. Review collected by and hosted on G2.com.

No real complaints at this point. It’s been working as expected for our use case. Review collected by and hosted on G2.com.

With Kyvos we are able to slice massive data across multiple dimensions quickly during planning cycles. Now, I can work with detailed historical data. Review collected by and hosted on G2.com.

Some advanced multidimensional features take time to fully explore if you are coming from traditional spreadsheet reporting. But once we started using them regularly, the flexibility became a major advantage. Review collected by and hosted on G2.com.

It’s how Kyvos acts as a consistent data layer between our AI models and enterprise systems. It ensures that our business definitions and metrics are the same before AI even touches the data. Since its implementation, we’ve seen a huge drop in inaccurate or “made-up” responses. Review collected by and hosted on G2.com.

Nothing in particular comes to mind, really. Whenever we feel stuck, their documentation and support team are easily accessible. Review collected by and hosted on G2.com.

Kyvos consistently performs at high levels of performance regardless if the queries are business-driven or complex queries with to large datasets. It allows us to quickly and easily explore multiple business metrics, dimensions, and KPIs with great ease, allowing for smooth, efficient analysis for both technical users and business users alike. Review collected by and hosted on G2.com.

The experience has been fantastic thus far. Kyvos has been stable, simple to navigate, and has completely met my performance expectations to date without any discrepancies at all. Review collected by and hosted on G2.com.