Straight forward and quick to set up data validation Easy to adjust the automatic data validations and to layer additional static and automatic validations on top Really nice that it supports streaming data, so I can catch any issues in real time

Validio was extremely easy to get set up with. We were able to go from the POV stage to immediate value in our business within a day. Additionally, the very deep level at which it tracks data trends and anomalies is more robust than other comparable tools we saw on the market. The fact that it effectively accounts for time series trends was key for our business. Finally, the team is a pleasure to work with. They are extremely responsive to questions and feedback, and they are happy to take our input and suggestions when considering what to put on the roadmap.

Before Validio, we were using Great Expectations to manage our data validation and try to catch anomalies and bad data early. However, it was very cumbersome. It was very slow, took a lot of time, and you had to have a lot of assumptions about the data to be able to say how many rows you expect, columns you expect, categories, etc. Not only is generating these assumptions difficult when you are only starting with sample data, but getting to the know the data well enough to have these kind of assumptions also takes a lot of time. This really made it difficult for our engineers to set up good validation rules. So a lot of the time, our pipelines would fail because we were setting up too stringent rules. Or on the other hand, we weren't setting up stringent enough rules and then we weren't catching the problems early enough. With Validio, we have none of that anymore. It just works!