Nvidia Uses Palantir and cuOpt to Automate Supply Allocation
Nvidia combines Foundry, mathematical optimization and a tuned Nemotron model to recalculate weekly factory allocations across its hardware supply chain.
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Industry & Manufacturing
23 posts
CloudNC Raises $20 Million to Scale AI Machining Tools
CloudNC will expand CAM Assist, prepare an AI quoting product and pursue US federal certification after raising new capital for precision-manufacturing software.
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Caterpillar Takes Mining Automation Lessons Into Enterprise AI
Caterpillar is extending decades of mine automation into technician tools, digital twins and software development while investing $100 million in workforce training.
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Siemens Draws a Hard Line Around Physics AI
Siemens says PhysicsAI can accelerate design exploration dramatically, but it still cannot certify a safety-critical component.
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AI Helps Consumer Brands Test Fewer Formulas and Launch Better Products
L’Oréal, Mondelez and Nestlé are narrowing molecules, recipes and packaging options digitally before human teams commit to physical testing.
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Shell Moves Predictive Maintenance From Alerts to AI-Guided Action
C3 AI agents could connect equipment anomalies to causes, work orders and parts, but industrial autonomy will advance through controlled human approval.
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Humanoid Robots Approach Factory Scale Through Deployment and Human Data
Schaeffler’s planned rollout and RLWRLD’s worker recordings show how Physical AI is moving from demonstrations into industry.
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Siemens Eigen Agent Automates Industrial Engineering Workflows
Siemens' Eigen Engineering Agent uses project context, self-correction and engineer review to accelerate automation design inside TIA Portal.
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Bobyard 2.0 Accelerates Construction Takeoffs Without Hiding Review
Bobyard 2.0 links reusable measurements, pricing and an AI review workflow to help contractors prepare more reliable bids faster.
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Hershey Connects AI Across Its Supply Chain
Hershey is linking AI across sourcing, planning, factories and fulfilment to build a faster, less wasteful and more resilient supply chain.
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