RPA (Robotic Process Automation) follows scripts. Intelligent automation thinks. If your process has exceptions, edge cases, or judgment calls, RPA will break.
RPA is right when:
- The process is 100% rule-based with no exceptions
- Data is structured and consistent
- The workflow doesn't change
- You're moving data between systems with fixed formats
Intelligent automation is right when:
- Documents vary in format (invoices, contracts, emails)
- Decisions require judgment ("Is this claim valid?")
- Exceptions are common and varied
- The workflow needs to adapt to new scenarios
The real difference:
RPA automates the hands. It clicks buttons, fills forms, moves files. Intelligent automation automates the head. It reads, understands, decides, and acts.
Practical example: invoice processing:
- RPA: Can extract data from invoices that match a fixed template
- Intelligent automation: Can process invoices from any vendor in any format, flag anomalies, and route exceptions
Cost comparison:
RPA is cheaper upfront but expensive to maintain when processes change. Intelligent automation costs more initially but handles variation without breaking.