An enterprise telecom company builds a multi-agent AI support platform with separate agents for:
• b

Q: What is the correct answer for Claude CCA-F Claude CCA-F?

The correct answer is B. A routing layer is crucial for multi-agent systems to prevent overlapping execution and duplicate responses. It intelligently classifies incoming requests and delegates them to the most appropriate specialized agent, ensuring clear task ownership and efficient resource utilization. This prevents multiple agents from simultaneously addressing the same query, directly solving the problem of duplicat

Q: An enterprise telecom company builds a multi-agent AI support platform with separate agents for: • billing issues, • technical troubleshooting, • and account verification. Users sometimes receive…

The correct answer is B. A routing layer is crucial for multi-agent systems to prevent overlapping execution and duplicate responses. It intelligently classifies incoming requests and delegates them to the most appropriate specialized agent, ensuring clear task ownership and efficient resource utilization. This prevents multiple agents from simultaneously addressing the same query, directly solving the problem of duplicat

Q: What are the options for this Claude CCA-F Claude CCA-F question?

A. Allow all agents to respond independently and display every answer to the user. · B. Implement a routing layer that determines which agent owns the request before execution begins. · C. Increase the maximum token limit for each agent. · D. Replace specialized agents with a single general-purpose assistant.

Question

An enterprise telecom company builds a multi-agent AI support platform with separate agents for:
• billing issues,
• technical troubleshooting,
• and account verification.
Users sometimes receive duplicate responses because multiple agents attempt to answer simultaneously.
What is the BEST orchestration improvement?

FirstInTest · Accepted Answer

A routing layer is crucial for multi-agent systems to prevent overlapping execution and duplicate responses. It intelligently classifies incoming requests and delegates them to the most appropriate specialized agent, ensuring clear task ownership and efficient resource utilization. This prevents multiple agents from simultaneously addressing the same query, directly solving the problem of duplicate responses in an enterprise customer support context. Allowing independent responses (A) would exacerbate the issue, increasing token limits (C) is unrelated to preventing simultaneous execution, and replacing specialized agents (D) would sacrifice domain expertise and potentially degrade response quality.

Answer

Allow all agents to respond independently and display every answer to the user.

Answer

Implement a routing layer that determines which agent owns the request before execution begins.

Answer

Increase the maximum token limit for each agent.

Answer

Replace specialized agents with a single general-purpose assistant.

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