Frequently Asked Questions

Is my browser version supported?

We officially support the latest stable versions of Google Chrome, Microsoft Edge, Mozilla Firefox, and Apple Safari (on macOS). We also provide limited support for the immediate previous major release (N-1) of these browsers, focusing on critical bug fixes and security updates.

We strongly recommend keeping your browser and desktop updated to the latest version for optimal performance, security, and access to the newest features of our product.

I have set up a Source, Window, and Validator but I do not see any data?

Make sure you start the Source. You can start the Source on the Sources page or Source details page .

What data sources does Validio support?

We support the major Data Warehouses, and Data Streams, and Query Engines. We are frequently adding support for new sources. For supported Sources, refer to About Sources in the product documentation.

What can be monitored with Validio?

Validio monitors actual data across data warehouses, object storage, and streams on:

A dataset level: Validating aggregate metrics like mean or relative entropy.
A datapoint level: Validating individual datapoints for outliers and anomalies.
Metadata: Validating ancillary metrics like data volume and freshness.

What is a metric?

A metric refers to the quantity or statistics a Validator produces and ultimately what is being monitored. A Threshold can be applied to the metric to determine when the metric should be considered an anomaly.

Monitor metric examples: mean, standard deviation, mode, relative time between two timestamps.

For more information, refer to About Validator.

What if the type of Validator I need is not supported?

We provide many types of validators out of the box for you to configure. You can also write your own validator using custom SQL queries. For more information, refer to Validator Types in the product documentation.

If your use case requires a metric or validator that is currently not available int he platform, reach out to us.

What does real-time data quality monitoring mean?

Validio is built in Rust for real-time processing and validation of individual datapoints in sub-second speed, this allows you to catch data failures as they arise even on data streams.

Should I deploy Validio in my own environment or choose the Managed Solution?

We understand that deployment options are important for our customers, which is why we are offering two types of deployment options.

We recommend the Validio Managed Solution for most of our customers since it releases valuable engineering time of managing the Validio platform.

In cases where data must not leave the customer's environment due to regulations or security issues, we also offer deployment in a customer's environment, or Virtual Private Cloud.

Will you be available on cloud marketplaces?

Yes, we are currently underway on getting listed on both GCP and AWS marketplaces.

If you are interested in early access, reach out to us!