Validio Reviews & Product Details

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 Review collected by and hosted on G2.com.

Some of the more advanced validators (e.g. comparing the distribution of the data on one source versus another) was a bit tricky to set up, but the docs were really good Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

They are slightly newer than some more established players on the market, so they have slightly less feature coverage in some areas. But these areas are more collateral and aren't as important to our business. Review collected by and hosted on G2.com.

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! Review collected by and hosted on G2.com.

I don't think I have anything to say here! The Validio team is extremely responsive and timely, and very open to feedback and feature requests. Review collected by and hosted on G2.com.

Prior to Validio, we used a popular OSS tool for data validation, but it was slow and required detailed data assumptions, making it challenging for engineers to establish effective validation rules. Validio stood out as a clear upgrade by learning from the underlying data at a very deep level, taking into account things like seasonality, to save precious engineering time.

The speed with which Validio can process our data and deliver results is tremendous. It can do 100s of millions of records a minute. For a company with our scale and SLAs it’s hugely valuable. The sooner we know there’s an issue with our data the better.

One thing that impresses me with Validio is the ease of use to set it up. We’re using the API to connect, set up a standard of testing and build it into the core of our products.

Validio has really good configurality. We're using the API and it's really easy for our product team to connect that in some standardized checks and really build that into the core of our product

Validio produced really good results in detecting anomalies, both in overall drift, and drift by segments.

Validio can automatically look at this data, account for seasonality, learn trends, and not bug us with a lot of noise or issues related to typically seasonality problems

The partnership is very strong and it's been a great process, and they've been great collaborators Review collected by and hosted on G2.com.

Not much to mention. The team has been very receptive to our needs by incorporating our early feedback into their roadmap. These features have now been delivered to allow us to enable Validio more systemically within our product. On the rare occasion we've encountered a minor defect the Validio team have been quick to respond and address the issue to our satisfaction. Review collected by and hosted on G2.com.

Still figuring out more use cases, but Validio has been very useful for us in terms of market monitoring and daily detection of anomalies.

The anomaly detection in combination with the Slack alerts is nice. We have been using for market KPI monitoring, the tool also allows monitoring on multi-dimensions combined.

I also like that the validators (monitors) I set up are trained instantly on our historical data. This makes any tweaking needed much quicker. Review collected by and hosted on G2.com.

Validio is comparably new, there has been still a lot of incoming updates. It is not difficult to use at all but, general UX/UI can be improved for better user experiences. Review collected by and hosted on G2.com.

Validio is perfect for catching anomalies and deviating trends in our data. It adapts to underlying seasonality in our data and learns over time

The Slack notifications helps us stay ontop of both quality issues with our data and business critical changes over time

It is also very helpful that we can deploy in our own cloud environemnt. Since all our data is highly sensitive we don't want the data to leave our environment. Review collected by and hosted on G2.com.

Nothing really, but we're excited to see the team continously improve the smartness in their anomaly detection algorithms Review collected by and hosted on G2.com.

Ability to support many use-case scenarios for alerting.

The developers' team is interested in fixing problems and adding new functionality. Review collected by and hosted on G2.com.

Maybe it would be nice to have more built-in guidelines. Review collected by and hosted on G2.com.