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Update supply_chain-demo.adoc
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modules/demos/pages/supply_chain-demo.adoc

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This graph model maps the full lifecycle of a pharmaceutical product by connecting key entities and their relationships. It captures the structure and flow of data needed to analyze production, traceability, and distribution in a connected, end-to-end view.
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[source,cypher]
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----
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/* Run this query to view the schema or graph model of the dataset */
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CALL db.schema.visualization();
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----
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===== Key Entities
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- **Suppliers**: Provide raw materials and active ingredients.
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It traces supply chain paths and aggregates quantities instantly—making complex demand propagation simple and scalable.
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* The *SC Optimization* tab helps identify costly shipping patterns and delays in processing.
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It surfaces cross-border inefficiencies and highlights stages that exceed target durations—so teams can quickly pinpoint and address bottlenecks.
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* The *Batch Genealogy* tab helps trace defective batches back through the supply chain—revealing shared equipment, operators, and potential contamination points.
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* The *Batch Traceability* tab helps trace defective batches back through the supply chain—revealing shared equipment, operators, and potential contamination points.
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It combines Neo4j’s rich relationship modeling with GenAI to highlight commonalities and root causes for fast, explainable investigation.
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* The *Equipment Utilization* tab highlights underused equipment across production.
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It helps identify rescheduling opportunities to boost usage, avoid unnecessary procurement, and plan maintenance—thanks to Neo4j’s flexible schema for modeling process and equipment sequences.
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[[resources]]
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== Resources
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Now that you have seen how you can use Neo4j Graph Database to enrich your customers’ experience, here are some resources and ideas for your projects in Supply Chain
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Now that you've seen how Neo4j can help analyze and optimize complex supply chain networks,
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here are some helpful resources and ideas to guide your next steps:
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* link:https://neo4j.com/blog/supply-chain-and-logistics/what-is-supply-chain-management/[What Is Supply Chain Management? – Neo4j Blog]
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* link:https://neo4j.com/blog/supply-chain-and-logistics/supply-chain-intelligence/[Supply Chain Intelligence – Neo4j Blog]

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