AI From Pilot to Scale

Analyze the transition from AI pilots to production systems across industries such as software services, logistics, healthcare, and public services. What technical, organizational, legal, and workforce conditions must be in place before a promising prototype becomes a reliable large-scale system? Create a roadmap for a company or government agency that wants to adopt AI without overhyping it or underinvesting in governance.