Integration of AI and RPA
Integration of AI and RPA
RPA and AI work hand-in-hand to bring additional human intelligence to the field of process automation. The integration of AI technologies with an RPA platform, provides the robotic workforce with more human like capabilities, for example:
- Reading, by utilising OCR (Optical Character recognition) and text analytics.
- Listening, by utilising NLP (Natural Language Processing) and Voice Analytics.
- Communicating, by using chatbots, which may be both text and voice enabled.
Another key difference is that while traditional RPA uses structured inputs and logic, AI uses unstructured inputs and develops its own logic. Combining both RPA and artificial intelligence can create more intelligent and comprehensive process automations, with the capabilities to support even more complex use cases.
Process characteristics to consider for RPA:
- High-volume repetitive transactions
- High levels of manual data capture and entry
- Interaction with multiple applications or systems
- Multiple tasks to perform a process
- Definable business rules and exceptions
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