When exploring agentic automation discovery, which dimension ensures the solution aligns with the responsibilities and challenges of the individuals involved?
Answer(s): C
Defining the role or persona ensures the agentic automation solution aligns with the real responsibilities, needs, and challenges of the individuals performing the tasks, making the design relevant and impactful.
For which of the following stages in the process-to-pay workflow diagram shown below can an agent be included, and what is the agent's role?
Answer(s): B,C,D
In the purchase requisition stage, an agent can automate stock checking on supplier websites, ensuring requisition requests are validated against availability.In payment execution, an agent can securely process payments that have already been reviewed and approved by a human, reducing manual effort and speeding reconciliation.In receiving goods, an agent can track delivery statuses and automatically resolve routine discrepancies (e.g., shipment delays or quantity mismatches), escalating only complex issues to humans.
Which of the following steps is essential when assessing the agentic automation potential of business processes?
Answer(s): D
Assessing agentic automation potential requires analyzing the "as-is" state by mapping workflows, roles, dependencies, and pain points. This identifies realistic opportunities where automation can deliver measurable improvements.
Which of the following represents a significant challenge in traditional automation systems that rely solely on robots and humans?
Traditional automation systems that rely only on robots and humans are effective for structured, rule-based tasks but face limitations in managing dynamic, unstructured tasks that demand contextual understanding and adaptive decision-making.
You are testing an agent that generates natural language responses to user queries, such as giving explanations or answering open-ended questions. The outputs need to be assessed for quality, semantic correctness, and reasoning.Which evaluator type is best suited for this scenario?
Answer(s): B
LLM-as-a-Judge is best suited because it can flexibly evaluate natural language responses for quality, semantic correctness, and reasoning, which cannot be reliably assessed through strict structural or word-for-word matching.
What are the characteristics of an agentic story within the `Do later' quadrant in the impact and feasibility matrix?
The `Do later' quadrant in the impact and feasibility matrix contains agentic stories with low feasibility but high impact, meaning they could deliver strong value but are difficult to implement immediately.
What does the presence of the "Fix connection" and "Show error" options next to the Zoom connector most likely indicate?
Answer(s): A
The presence of "Fix connection" and "Show error" indicates that the Zoom connector is currently disconnected and requires manual user intervention to troubleshoot and restore the connection.
What is the significance of the "as-is" process map in identifying agentic automation opportunities?
The "as-is" process map documents how tasks are currently performed, making inefficiencies, bottlenecks, and pain points visible. This analysis is critical for identifying realistic opportunities where agentic automation can add value.
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Question 1:The correct answer is C. Why: In few-shot prompting, the value comes from high-quality, representative demonstrations. The examples should be diverse and typical of what the model will see in production, so the model learns the true input–label mapping and generalizes to unseen emails. Why the other options are less appropriate: