The Autonomous Advantage

Requires data engineers to configure pipelines

Self-configuring based on intent

Manual source authentication

Autonomous credential management

Fixed transformation rules

Adaptive transformation logic

Human-monitored quality checks

Self-validating with AI agents

Scheduled batch processing

Event-driven autonomous triggers

Manual error handling

Self-healing error recovery