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In summary, deploying computer vision at scale requires a thoughtful balance of technological excellence, strategic infrastructure planning, rigorous data management, and responsible AI practices. When executed effectively, it can transform operations across industries—enhancing customer experiences, improving safety, and unlocking new business insights.