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Principal Architect | Technology Adoption | Partnerships | Manufacturing IT | Tech Enthusiast I Six Sigma Black Belt | MES | MOM | GPTIS | Factory Security | Innovator | AI | ML | LLM | *Ops | Lifelong Learner

🏆 𝗠𝗮𝗻𝘂𝗳𝗮𝗰𝘁𝘂𝗿𝗶𝗻𝗴 𝗘𝘅𝗰𝗲𝗹𝗹𝗲𝗻𝗰𝗲: 𝗔𝗹𝗶𝗴𝗻𝗶𝗻𝗴 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝗧𝘆𝗽𝗲 𝘄𝗶𝘁𝗵 𝗪𝗼𝗿𝗸 𝗢𝗿𝗱𝗲𝗿 𝗙𝗹𝗲𝘅𝗶𝗯𝗶𝗹𝗶𝘁𝘆 𝗳𝗼𝗿 𝗦𝘂𝗰𝗰𝗲𝘀𝘀 🌟 🏭 In manufacturing, 𝗼𝗻𝗲 𝘀𝗶𝘇𝗲 𝗱𝗼𝗲𝘀 𝗡𝗢𝗧 𝗳𝗶𝘁 𝗮𝗹𝗹! Each industry—from 𝗔𝗲𝗿𝗼𝘀𝗽𝗮𝗰𝗲 𝗮𝗻𝗱 𝗔𝘂𝘁𝗼𝗺𝗼𝘁𝗶𝘃𝗲 𝘁𝗼 𝗟𝗶𝗳𝗲 𝗦𝗰𝗶𝗲𝗻𝗰𝗲𝘀 𝗮𝗻𝗱 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 𝗚𝗼𝗼𝗱𝘀—demands a unique approach to both production and data management. 💡 𝗠𝘆 𝗿𝗲𝘀𝗲𝗮𝗿𝗰𝗵 𝗵𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁𝘀 𝗮 𝗽𝗼𝘄𝗲𝗿𝗳𝘂𝗹 𝗯𝗹𝗲𝗻𝗱 𝗼𝗳 𝗠𝗮𝗻𝘂𝗳𝗮𝗰𝘁𝘂𝗿𝗶𝗻𝗴 𝗧𝘆𝗽𝗲𝘀 (Discrete, Batch/Hybrid, Continuous) and Work Order Types (Engineer-to-Order, Make-to-Order, Make-to-Stock) across industries. These combinations drive data ingestion and infrastructure needs, creating a dynamic ecosystem that adapts to volume, speed, and compliance. 💬 𝗞𝗲𝘆 𝗜𝗻𝘀𝗶𝗴𝗵𝘁𝘀 𝗳𝗿𝗼𝗺 𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝘆 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵:  1️⃣ 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝗧𝘆𝗽𝗲𝘀 𝗠𝗮𝘁𝘁𝗲𝗿: Each industry—whether 𝗔𝗲𝗿𝗼𝘀𝗽𝗮𝗰𝗲, 𝗔𝘂𝘁𝗼𝗺𝗼𝘁𝗶𝘃𝗲, 𝗟𝗶𝗳𝗲 𝗦𝗰𝗶𝗲𝗻𝗰𝗲𝘀, 𝗼𝗿 𝗖𝗼𝗻𝘀𝘂𝗺𝗲𝗿 𝗚𝗼𝗼𝗱𝘀—operates with specific 𝗠𝗮𝗻𝘂𝗳𝗮𝗰𝘁𝘂𝗿𝗶𝗻𝗴 𝗧𝘆𝗽𝗲𝘀 (Discrete, Batch/Hybrid, Continuous). 2️⃣ 𝗔𝗹𝗶𝗴𝗻𝗶𝗻𝗴 𝗪𝗼𝗿𝗸 𝗢𝗿𝗱𝗲𝗿 𝗧𝘆𝗽𝗲𝘀: Three primary work order types—𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿-𝘁𝗼-𝗢𝗿𝗱𝗲𝗿 (𝗘𝗧𝗢), 𝗠𝗮𝗸𝗲-𝘁𝗼-𝗢𝗿𝗱𝗲𝗿 (𝗠𝗧𝗢), 𝗮𝗻𝗱 𝗠𝗮𝗸𝗲-𝘁𝗼-𝗦𝘁𝗼𝗰𝗸 (𝗠𝗧𝗦)—are used in combination across industries. Understanding which combinations work best helps tailor operations to meet market demands efficiently. 3️⃣ 𝗗𝗮𝘁𝗮 𝗦𝘁𝗿𝗮𝘁𝗲𝗴𝘆 𝗮𝘀 𝗮 𝗗𝗶𝗳𝗳𝗲𝗿𝗲𝗻𝘁𝗶𝗮𝘁𝗼𝗿: Each of the 9 possible combinations of production and work order types has distinct data ingestion and application infrastructure needs. 4️⃣ 𝗘𝗺𝗯𝗿𝗮𝗰𝗲 𝘁𝗵𝗲 3 𝗩’𝘀—𝗩𝗼𝗹𝘂𝗺𝗲, 𝗩𝗮𝗿𝗶𝗮𝗯𝗶𝗹𝗶𝘁𝘆, 𝗮𝗻𝗱 𝗩𝗮𝗹𝘂𝗲: To thrive, manufacturing ecosystems must adapt swiftly to changes in volume, address variability in customer demand, and continuously add value across the supply chain. 🚀 To the #𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝘆40 𝗮𝗻𝗱 #𝗦𝗺𝗮𝗿𝘁𝗠𝗮𝗻𝘂𝗳𝗮𝗰𝘁𝘂𝗿𝗶𝗻𝗴 𝗰𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝘆: How are you seeing these production and work order complexities play out in your field? Let’s share insights, learn from each other. #ExecutiveInsights #ManufacturingLeadership #ProductionOptimization #DigitalTransformation #SmartManufacturing #ManufacturingExcellence #Industry40 #ManufacturingInnovation #OperationalExcellence #DataDrivenDecisions #ManufacturingStrategy #IndustrialAutomation #BusinessTransformation #InnovationLeadership #Adaptability #FutureOfManufacturing #mes

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Prabhakar V

Digital Transformation Leader | Driving Strategic Initiatives & AI Solutions | Thought Leader in Tech Innovation

1mo

G Vikram Going forward with 3D manufacturing evolving it is mass customization or MTO

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