What Is an AI Software Factory? Lessons from 3 Client Deployments

The article frames an AI software factory as a managed operating model that turns business requirements into validated software changes through AI agents, automation, human oversight, and existing CI/CD processes. For CIOs, the strategic implication is that competitive advantage will come less from standalone coding copilots and more from building a governed delivery system that connects intent, context, execution, verification, approval, release, and feedback. IT organizations should expect the biggest operational challenge to be verification and control, requiring stronger visibility, policy, and workflow design to safely scale AI-assisted software delivery.