Issued 1 December 2025
Technical deployment strategy, AI scaling, Advanced evaluation design, ML-Ops and monitoring
This session will provide a focused discussion on the critical, often-overlooked stages of the GenAI lifecycle that determine long-term success. We will explore the common pitfalls faced when transitioning from a small-scale prototype to an enterprise application, focusing specifically on three pillars: 1. Production Challenges 2. Large-Scale Evaluation 3. Real-time Monitoring (MLOps)
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