As a technical leader, you're well-versed in model training, validation, and optimization intricacies. However, the actual test of an AI model lies beyond the laboratory – in its deployment and performance within the dynamic and unpredictable real-world environment. The journey from lab to production is fraught with challenges, and many AI projects stumble.