- Data governance: We can assign data owners, who can then set up very granular, but highly automated data quality monitoring on the sources they own. - The data owners can collaborate easily as they see the data quality across the data lineage - Validio can monitor data on a very granular level, looking at the actual data within our data tables and detecting issues on subsets of the data. This saves us a ton of time. - The platform is also really easy to set up and maintain over time. It just loads in months of data in a few seconds and then continues to learn as more data comes in over time. - Also really liked that we could deploy securely (VPC) with no data leaving our environments

The product is extremely effective at what it sets out to do with respect to identify and alerting upon anomalous data. While the lineage and RCA capabilities are still being developed and are not perfect, they are still extremely useful at helping identify data quality issues. The Validio team is extremely hard-working and intelligent, which is reflected in their customer success teams' abilities to tailor examples to specific use-cases. We would not be nearly as far along in our data quality initiative without the support of the team. The user interface is fairly easy to use -- it takes seconds to get a validator set up and running. Validio integrates with Slack and other downstream BI tools to give a holistic view of where poor data quality may impact the business.

Ability to support many use-case scenarios for alerting. The developers' team is interested in fixing problems and adding new functionality.