Every organization is becoming an AI factory, transforming data, models, and infrastructure into agile engines of intelligence. Trusted inferencing at scale and in production is now the benchmark of success. This session introduces a practical framework, the AI factory matrix, to help organizations chart their course from pilots to production and scale responsibly.