UiPath + AI, Machine Learning & Agentic Automation FAQs

Frequently Asked Questions

1. How does AI enhance UiPath automation?

AI in UiPath enables intelligent document processing, predictive analytics, and natural language understanding. It helps businesses automate complex workflows beyond simple rule-based tasks.

2. What role does Machine Learning play in UiPath?

Machine Learning models integrated with UiPath can classify documents, predict outcomes, and optimise workflows. UiPath’s AI Centre allows you to deploy and manage ML models directly within your automation environment.

3. What is Agentic Automation in the UiPath context?

Agentic Automation introduces autonomous AI agents that can act on behalf of users within UiPath. These agents can:

  • Make decisions dynamically
  • Trigger workflows based on real-time insights
  • Collaborate across multiple enterprise systems

4. How is Agentic Automation different from standard UiPath RPA?

Traditional UiPath RPA automates repetitive tasks using predefined rules. Agentic Automation adds adaptive intelligence, enabling agents to reason, learn, and make decisions—ideal for complex, variable processes like invoice processing or customer onboarding.

5. What business benefits can UiPath + AI deliver?

  • End-to-end process automation
  • Faster document processing
  • Improved decision-making
  • Reduced operational costs

6. Do I need custom development to enable AI in UiPath?

Not always. UiPath offers native AI capabilities like Document Understanding and AI Centre, but advanced use cases - such as Agentic Automation - may require custom ML models or third-party AI services.

7. Is AI in UiPath secure and compliant?

Yes. UiPath AI adheres to strict data security, privacy, and ethical AI principles. Orchestrato ensures compliance with industry standards during implementation.

8. How quickly can I implement AI and automation in UiPath?

Basic AI features can be activated in days. Advanced Agentic Automation and custom ML models may require phased deployment over weeks or months.

9. What skills or resources do I need?

You’ll need UiPath developers, automation architects, and AI specialists. Orchestrato provides end-to-end UiPath AI consulting, implementation, and managed services.

10. How do I measure ROI for UiPath AI and automation?

Track metrics like:

  • Process cycle time reduction
  • Error rate improvement
  • Operational cost savings
  • Employee productivity gains