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Pre-built connectors for databases, APIs, and SaaS platforms.
Clean, standardize, and enrich data during the pipeline.
Scheduled and event-driven data processing workflows.
Automatic retry, alerting, and logging for pipeline reliability.
| Feature | Advantage | Benefit |
| Real-time streaming support | Process data as it arrives, not just in batches | Up-to-the-minute data for time-sensitive decisions |
| Schema evolution handling | Adapts automatically when source data structures change | Robust pipelines that do not break with system updates |
| Data quality validation | Automated checks at every transformation stage | Clean, trustworthy data for all downstream analytics |