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Exam NCA-AIIO Topic 2 Question 31 Discussion

Actual exam question for NVIDIA's NCA-AIIO exam
Question #: 31
Topic #: 2
In which industry has AI most significantly improved operational efficiency through predictive maintenance, leading to reduced downtime and maintenance costs?

Suggested Answer: C Vote an answer

Manufacturing has seen the most significant improvements in operational efficiency through AI-driven predictive maintenance, leveraging NVIDIA's GPU-accelerated solutions like NVIDIA DGX systems and AI software stacks. Predictive maintenance uses machine learning models to analyze sensor data (e.g., vibration, temperature) from equipment, predicting failures before they occur, thus reducing downtime and maintenance costs. NVIDIA's documentation highlights manufacturing use cases, such as those in industrial IoT, where AI optimizes production lines (e.g., automotiveassembly). While finance (Option A) benefits from AI in fraud detection, retail (Option B) in supply chain optimization, and healthcare (Option D) in diagnostics, manufacturing stands out for tangible cost savings via predictive maintenance, as evidenced by NVIDIA's industry-specific success stories.

by Heloise at Oct 23, 2025, 09:29 AM

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