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Manufacturing Co-Intelligence - Semantic Stack

door Bosch Connected Industry

Make Your Product Data Understandable and Valuable for Humans, Machines, and AI

Think Product-Centric, Act Data-Driven, and Unlock Benefits at Scale!
Leverage Bosch Semantic Stack to gain complete control over your product data across the entire lifecycle through digital twins and a unified Semantic Data Layer that breaks down silos and harmonizes all data sources. This semantic foundation makes your product information understandable and valuable for humans, machines, and AI with common understanding and instant accessibility – enabling you to implement data-driven solutions faster and achieve value chain advantages at scale.

Data Growth Paradox – Data Everywhere, Insights Nowhere

The Data Growth Paradox confronts manufacturers: more data should drive automation, boost productivity, and generate insights – yet it creates growing complexity and chaos instead. Product data scattered across disconnected systems leads to format inconsistencies and costly integrations, with teams spending more time fixing data issues than driving innovation.While 75% of executives recognize data as the key to AI success, only 14% have established scalable data strategies. Organizations with unified semantic data foundations can rapidly deploy new solutions and unlock AI-driven insights. Meanwhile, fragmented approaches create mounting integration costs, delayed time-to-market, and an innovation bottleneck that blocks growth.


Make Your Product Data Understandable and Valuable for Humans, Machines, and AI

  • Reduced Data Management Costs - Unified data foundation breaks down silos, reduces 'data chaos’, and eliminates costly point-to-point integrations.

  • Generate Actionable Insights Faster - Data-driven Solutions and Agentic AI applications unlock valuable insights and new business models.

  • Seamless Ecosystem Interoperability - Industry standards enable secure data sharing and regulatory compliance across value chains at scale.


From Raw Product Lifecycle Data to Actionable Insights
Bosch Semantic Stack transforms raw product lifecycle data into actionable insights through a four-layer approach. Semantic Data Models establish shared understanding. A unified Semantic Data Layer harmonizes and integrates data efficiently. Digital Twins create holistic product-centric views across the entire lifecycle. The result: scalable Data- and AI-driven solutions for Manufacturing Co-Intelligence that deliver actionable insights throughout the entire product lifecycle.

Een overzicht

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