AI in manufacturing isn’t failing. Your data is.

Many manufacturing AI initiatives are failing because companies are investing in advanced technology without first establishing a governed, integrated, and trustworthy data foundation. To achieve measurable ROI, manufacturers must prioritize the "unglamorous" work of building robust data infrastructure—including data cataloging, lineage, and quality standards—before deploying AI tools.