From Lab to Production: Mastering the Economics of AI Model Serving

AI model deployment in production differs fundamentally from lab settings, where infrastructure costs and performance optimization determine real-world success. By employing techniques like knowledge distillation and model compression, organizations can reduce serving costs dramatically while maintaining accuracy, making efficient model serving a key competitive advantage in the AI economy.