Methodology: Every two weeks we collect most relevant posts on LinkedIn for selected topics and create an overall summary only based on these posts. If you´re interested in the single posts behind, you can find them here: https://linktr.ee/thomasallgeyer. Have a great read!

AI in Operations

  • Operators are being equipped with AI for real-time process optimization, turning frontline data into immediate actions for throughput and stability

  • Predictive maintenance and generative AI on hyperscale stacks are highlighted for insights, security, and faster decision cycles in manufacturing environments

  • Data-driven operating models are shifting quality from reactive to proactive, with Toyota cited for measurable performance gains through analytics

  • Agentic AI is framed as effective when scoped to concrete factory problems, reinforcing problem first, model second

  • Natural language querying on manufacturing data is emerging, with SAP Analytics Cloud “Just Ask” enabling faster insight access for planners and managers

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