ERP leaders face a clear choice in 2026: AI added after deployment or intelligence designed into the platform from the start. Acumatica's latest release and industry commentary show why context, governance and native integration determine real productivity gains. Businesses that test vendors against actual operational questions will separate hype from lasting value.