The visual designer makes it really easy to trace complex data flows, lookups, and joins without getting lost in pages of raw SQL. Once I set up the mappings and workflows, everything runs rock-solid even with huge batches of student records. On top of that, the workflow monitor provides detailed error logs, so when a pipeline fails I can usually pinpoint the bad record or a broken link pretty quickly. Review collected by and hosted on G2.com.
The UI feels pretty old-school and clunky, so if you’re new to the tool it can take a while to get the hang of it. Digging through huge session logs to track down a single syntax error or data type mismatch can also be a real headache. On top of that, deploying changes between dev and prod environments felt somewhat rigid and slow, especially compared to newer tools. Review collected by and hosted on G2.com.