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AI operators vs. RPA (robotic process automation)
RPA automates a fixed sequence of clicks against a specific interface. An AI operator reasons over your actual data and adapts when the underlying system changes.
The traditional approach
- Scripts record and replay a specific UI sequence
- A change to the underlying interface can silently break the automation
- Extending scope usually means recording a new script from scratch
UbiVibe’s approach
- ARIA reads real data through connectors, not a recorded UI sequence
- Governed execution reasons over what changed rather than replaying fixed steps
- The same runtime extends to new work without re-recording anything