Most teams are no longer just deploying software. They’re hiring digital employees that act across systems, often without adequate control. This article introduces the concept of an Agentic AI Factory – the operating system for your agents – and shows how governance, context engineering, traceability, and safety can turn fragile pilots into scalable, reliable workflows.

Success with Enterprise AI requires more than smart code; it demands a playbook that treats AI like a true team member,with onboarding, goal-setting, and enablement. At maiven, we apply proven principles: clarity, training, security, autonomy, governance, and targeted investment, to turn Agentic AI from promising demo to business powerhouse. Treat your AI right from day one, and watch results scale sustainably.

Discovery Phase Nightmares: Why Skipping the “Dreaming” Dooms Projects