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

1. You are building an agent that classifies incoming emails into one of three categories: Urgent, Normal, or Spam. You want to improve accuracy by using few-shot examples in a structured format. Which approach best supports this goal?

A) Include three random emails and let the LLM guess the intent.
B) Show one example and leave the label blank for inference.
C) Use unlabeled prompts followed by ranked categories:
Classify this. "Need update on report." - [1] Urgent [2] Normal [3] Spam
D) Use examples such as:
Input: "Please address this issue immediately, server is down!" Output: "Urgent"

2. When creating an Action app, what is the purpose of defining the "Approve" and "Deny" outcomes within the Action schema?

A) To save user input as mandatory action schema properties during automation execution.
B) To dynamically update user-facing form labels with the action result.
C) To ensure the app validates search results and prevents faulty submissions.
D) To guide the agent's next steps based on the review results of Input/Output properties.

3. A company launches a marketing campaign powered by generative AI and agentic AI technologies. What best describes how their roles differ?

A) Generative AI focuses on improving customer sentiment analysis, while agentic AI refines campaign content.
B) Agentic AI designs campaign materials, while generative AI handles customer queries in real-time.
C) Both generative AI and agentic AI collaborate to create promotional materials.
D) Generative AI produces outputs like text or images, while agentic AI focuses on intelligent automation, decision-making, and dynamic task execution.

4. When exploring agentic automation discovery, which dimension ensures the solution aligns with the responsibilities and challenges of the individuals involved?

A) Defining the role or persona by considering the people performing the tasks and their needs, challenges, and responsibilities.
B) Focusing solely on task dependencies while neglecting the daily pain points of individuals executing these tasks.
C) Assessing structured and unstructured knowledge contexts required for the tasks but excluding the personas performing these operations.
D) Mapping systems, applications, and tools without understanding how they interact with human roles.

5. A team is building an AI agent that drafts personalized marketing emails. The quality of the drafts depends on tone, alignment with brand voice, and personalization. What evaluation approach is best?

A) Deterministic evaluation using a checklist of key phrases.
B) Evaluation using a character count threshold to assess message quality.
C) Random sampling with A/B testing.
D) Model-graded evaluation to capture nuanced style and relevance.

Solutions: