1- it makes it easier to see when something unusual happens in the data, like missing values or unexpected changes in volume. 2- Instead of manually verifying datasets every day, the automated alerts help me identify when something looks wrong. 3- When multiple pipelines are running, I like having a single place where I can quickly see if everything is working as expected instead of having to open and check several different tools.
March 18, 2026
The product had several incidents this year related to instability. Some integrations don't work on the first try, with unclear errors and then suddenly work the next day. In the past the support was not very good, although it has improved over time. Competitors are more advanced and faster when it comes to integrating AI features, especially for root causes analysis.
May 4, 2026