Skip to content

Articles tagged as AI ROI manufacturing

CPG AI Adoption Outpaces Data Readiness

Over half of U.S. CPG manufacturers have deployed AI across multiple sites, nearly double the global average, and 99% are confident it will deliver ROI by 2030. They also lose 20% of revenue to production inefficiencies,…

What Can AI Agents Do in Supply Chains?

Ten years ago, P&G tracked truck deliveries by calling every driver. Now an AI agent reschedules warehouse and distribution center appointments without human involvement. Milwaukee Tool is implementing Oracle agents for supply planning, shipping, and maintenance.…

Why AI Success in Manufacturing Starts with Leadership, Not Code

Most conversations about AI in manufacturing focus on algorithms, data pipelines, and compute infrastructure, but the evidence increasingly points to a different success factor: leadership. According to industry research, over 70% of AI pilot projects in…