Top Tweets for #sie_DI

about 2 months ago

To scale Industrial AI at an operational level in manufacturing, you need software-defined systems first. Partner content with @Siemens. The abstraction from hardware is what gives AI the flexibility to run across engineering toolchains and shop floor operations. #sie_di #sie_HM

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about 2 months ago

To scale AI at an operational level in manufacturing, you need software-defined automation. Partner content with @Siemens. #sie_di #sie_HM

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about 2 months ago

Hardware is not going away in software-defined automation. Partner content with @Siemens. I/Os, drives, and motors stay on the shop floor. What shifts is the compute layer, from traditional PLCs to IPCs and generalized compute, centralized or decentralized. #sie_di #sie_HM

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about 2 months ago

Plant orchestration has two layers. Partner content with @Siemens. One is engineering: standardizing the code base with AI copilots and agents. #sie_di #sie_HM

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about 2 months ago

Automation engineers are not being replaced. Partner content with @Siemens. Matthias Schulz of Siemens says the role is shifting from writing code to standardizing the code base and using AI agents and copilots to build more flexible, adaptive automation solutions. #sie_di #sie_HM

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about 2 months ago

Customers driving product variety get what they want without premium penalties. Partner content with Siemens. Manufacturers escape the choice between efficiency and flexibility. Dynamic assembly delivers both. No more variety tax on either side. #sie_di #SiemensSDX

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about 2 months ago

Ford's linear model: A to B to C, every time. Partner content with Siemens. Dynamic assembly: 1-5-7 for Product X, 1-3-9 for Product Y, automatically. Same physical space. Infinite routing flexibility. #sie_di #SiemensSDX

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about 2 months ago

The validation method exists: take one production unit and physically test it against your digital prototype. Partner content with Siemens. Automotive does this for crash safety. Manufacturing could do this for throughput optimization. Proven approach, untapped potential. #sie_di #SiemensSDX

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2 months ago

Step 1: AI identifies the issue. Step 2: Automation executes the fix. Step 3: Human reviews the result. Partner content with @Siemens. Without step 2 infrastructure, you're stuck in permanent step 1. Intelligence without execution is just expensive monitoring. #sie_di #SiemensSDX

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2 months ago

@Siemens @hannover_messe source: https://t.co/bN5S0i9fDF #sie_di https://t.co/bN5S0i9fDF

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2 months ago

Live from Hannover Germany: World Largest Industrial Show Open ceremony. Stay tuned from updates from #influxdataiiot #Triconics_ai #skkynet_ai #coreflux_ai #highbyte_ai #cybus_iiot #Sie_di #Sie_hm #hm2026 #HM26iiot

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2 months ago

Process engineers get AI optimization without the physics anxiety. Partner content with @Siemens. Plant managers get machine learning recommendations pre-validated against equipment limits. Find out more. Check the link in the comments. #sie_di #SiemensSDX

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2 months ago

Plant managers with solid automation foundations win the AI race. Partner content with @Siemens. Those without automation layers beneath their AI can only observe problems. Intelligence needs execution. #sie_di #SiemensSDX

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2 months ago

Sponsored by Siemens. We had a mechanical revolution first. Then a pure software revolution. Now we're combining both. Software-defined manufacturing means your production process adapts automatically to different products without manual reconfiguration. #sie_di #SiemensSDX

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2 months ago

Software-defined factories let manufacturers adapt without hardware constraints. Partner content with Siemens. Audi proves the model works. Next step: global deployment of virtual PLCs and AI solutions. #sie_di #sie_us #SiemensSDX

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2 months ago

Stochastic algorithms like AI sit on top of deterministic mathematical models. Partner content with @Siemens. AI gets creative freedom to optimize. Physics equations catch the impossible solutions. Two-layer intelligence for manufacturing control. #sie_di #SiemensSDX

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2 months ago

Linear assembly was built for one product forever. But forever ended. Partner content with Siemens. Product variety kills efficiency on fixed lines. Changeovers eat capacity. Setup time burns money. Auto-adapting assembly solves the variety penalty. #sie_di #SiemensSDX

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2 months ago

Partner content with Siemens. $1M used to crash test one physical car prototype. Today that same million virtually crash tests 10,000 cars with a much bigger design space for optimization. We don't do this for factories yet. #sie_di #SiemensSDX

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