Overall, the UX is intuitive, and setting up a new ingestion source is extremely easy. I observed no noticeable performance differences in highly scheduled pipelines or when processing high-volume sources. The support system clearly distinguishes queries the chat agent can handle from those that require escalation to a specialist.