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UiPath Certified Professional Agentic Automation Associate (UiAAA) Sample Questions:

1. Which similarity search function is leveraged when Context Grounding is used by UiPath Products like Agents?

A) Sigmoid similarity search
B) ReLu similarity search
C) Cosine similarity search
D) Softmax similarity search

2. An agent uses Web Search, Slack integration, and a custom process to resolve IT support tickets. The agent must:
* Retrieve relevant troubleshooting steps from the web.
* Notify the user via Slack if a solution is found.
* Escalate unresolved tickets via a custom process.
Which evaluation strategy ensures comprehensive coverage while avoiding redundancy?

A) Use random input sampling across all tools and rely on the default "LLM-as-a-Judge" assertion.
B) Create more than 30 evaluations for Slack notifications, more than 30 for web searches, and more than
30 for escalation processes.
C) Group evaluations into sets: Valid web results triggering Slack notifications, Invalid web results triggering escalations, Edge cases.
D) Create 30 evaluations for Slack notifications, 30 for web searches, and 30 for escalation processes.

3. Which statement best describes UiPath Maestro's capability for deploying AI agents within a BPMN-modeled process?

A) Maestro is a workflow engine similar to UiPath Studio, but it only allows you to invoke Agentic and Integration tasks.
B) Maestro deploys agents from UiPath and external providers-such as LangChain, CrewAI, or Agentforce-through one consistent framework that includes human-in-the-loop orchestration.
C) Maestro deploys only UiPath-built agents in robot-driven processes; any third-party agents must be integrated through external platforms without human checkpoints.
D) Maestro embeds external agents as inline code scripts inside the BPMN file and relies on each provider's runtime instead of Maestro's orchestration engine.

4. What is a characteristic of using Business Process Model and Notation by process excellence practitioners?

A) It solely provides tools for designing aesthetic workflows, with no focus on controlled automation or dynamic process management.
B) It acts as an enabler for standards-based, model-driven collaboration between business groups and IT implementers.
C) It is only used for modeling static workflows without support for dynamic or unpredictable process changes.
D) It lacks constructs such as error and exception handling support, limiting its use for controlled automation design.

5. What is the significance of the "as-is" process map in identifying agentic automation opportunities?

A) It directly outlines the roles that agents will assume in the optimized process, ensuring alignment with automation requirements.
B) It serves as a finalized map of processes ready for automation, removing the need for further adjustments or workshops.
C) It establishes the goals of the new process, serving as a foundation to later create the "to-be" process map.
D) It defines the current way tasks are performed, helping to highlight inefficiencies, bottlenecks, and areas for improvement that can uncover automation potential.

Solutions: