Enterprise AI adoption accelerates toward governed, context-rich workflows

Enterprise AI is moving beyond pilots into workflow automation, but Accenture's AI-native product model and the Polsia case both show that production success depends on evaluation, design partners, human escalation, credential boundaries, and measurable adoption. Narrow use cases, deterministic validation, approval states, observability, and completed-work ROI remain more credible than claims of broad autonomy.