Manufacturing AI

<p><strong style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)>Turn Manufacturing Data into a Scalable Competitive Advantage</strong></p><p></p><p><span style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)>Factories create massive amounts of data from IoT sensors MES SCADA quality systems supply chain maintenance and others. Yet most organizations can't turn it into decisions fast enough. The result is reactive firefighting and AI pilots that stall.</span></p><p></p><p><strong style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)>The Unified Manufacturing Data Architecture (UMDA)</strong><span style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)> is a practical framework built for enabling AI in manufacturing.</span></p><p></p><p><strong style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)>What you'll learn:</strong></p><p></p><ul><li><span style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)>Design </span><strong style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)>Common Data Models (CDMs) </strong><span style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)>that unify complex multi-system data</span></li><li><span style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)>Use </span><strong style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)>edge federation</strong><span style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)> for low-latency on-site decisions</span></li><li><span style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)>Build a </span><strong style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)>Unified Data Layer (UDL)</strong><span style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)> that powers analytics and LLMs</span></li><li><span style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)>Apply </span><strong style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)>data contracts</strong><span style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)> for quality security and compliance</span></li><li><span style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)>Deploy </span><strong style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)>Edge Intelligence Hubs</strong><span style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)> and </span><strong style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)>agentic AI/LLM routing</strong></li><li><span style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)>Connect </span><strong style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)>digital threads/twins</strong><span style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)> to real-time operations</span></li></ul><p></p><p><strong style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)>Stop drowning in data.</strong><span style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)> Build an </span><strong style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)>AI-ready</strong><span style=background-color: rgba(255 255 255 1); color: rgba(83 90 98 1)> architecture that anticipates adapts and continuously improves by turning information into measurable results.</span></p><p></p>