What Is an AI Software Factory? Lessons from 3 Client Deployments
An AI software factory is a structured approach that automates the end‑to‑end development, testing, and deployment of machine‑learning models. The article reviews three recent client projects, highlighting how standardized pipelines, reusable components, and continuous integration reduced time‑to‑value, improved model governance, and lowered operational costs. It also notes challenges such as data quality, team alignment, and scaling infrastructure.