Your question is Microservices vs Monolith for AI. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Compare the pros and cons of microservices vs. monolithic architectures for a specific AI module.
Choose a representative inference module and compare the two architectures across boundaries, deployment, scaling, latency, reliability, cost, and team ownership. Recommend one design, explain when the alternative is preferable, and describe how you would validate the decision with practical load, failure, and model-quality tests.