Lightdash Software

Pros

Lightdash has truly revolutionized the way we work. It has removed the disconnect between business-driven insights and those from the data team by eliminating shadow semantic layers. The intuitive separation of dashboards and charts is excellent, all of which are validated via DBT. This ensures that each dashboard element directly addresses a business question, while stakeholders can mix and match charts that are semantically correct and governed for their specific needs. It was one of the easiest tools to implement, and we were up and running in less than two days. We have replaced Tableau, PowerBI and Google Looker with Lightdash, and we've seen increased usage among our business stakeholders since then.

Cons

I found it difficult to fill out this section since there really isn't much in terms of functionality or engineering that's lacking. However I do think there's room for improvement in the variety of visualizations, particularly geo spatial ones and clustering maps, which are common in dashboards outside the standard BI scope.

Pros

it has become our go to BI tool. It's incredibly easy to get started with, and it has all the essential features for managing a BI team. It's also part of the semantic layer' BI tool community, which goes beyond just making charts. It empowers non-technical users to explore data and derive meaningful insights based on pre-set logic created by the analytics team. In the past, I'd give business users access to a BI tool but they often created dashboards with inaccurate conclusions since there was no way to predefine calculations or joins. Lightdash resolves this problem effectively. I also appreciate how well it integrates with DBT. In past roles, using other BI tools, the gap between our database logic and the BI tool was enormous, making it tough to track changes and see how they would affect the BI reports. Since Lightdash is built on top of DBT, it's much easier to manage. It's great that any user can create reports and explore, filter or group them within the boundaries set by our analytics team. And, the team is very responsive to bug fixes and feature requests.

Cons

it is still relatively new, and there are a few features missing that would really benefit us. None of these missing features are deal-breakers but we do find ourselves having to find workarounds pretty often. Fortunately all of these features are in their backlog/roadmap, so I'm hopeful for their arrival soon.

Pros

The thorough documentation and ongoing support from the Lightdash team have been fantastic, from implementation to daily use. I feel spoiled by how quickly they respond :D it's a real asset for lean teams since it keeps things moving smoothly.

Cons

The comprehensive documentation and support from the team, from implementation through to daily use, have been fantastic. I feel spoiled by how quickly the LD team responds, which is especially helpful for lean teams since it keeps everything running smoothly.