Why Intelligent Automation delivers better ROI in manufacturing (and beyond)
While generative AI for text and image creation gets most of the attention, a quieter and more concrete revolution is redefining return on investment…
Engineering notes, product updates, and field signal.
Long-form deep dives from the people building the platform – and the people running it in IT operations, cyber security, and the factory floor. New posts roughly every two weeks.
Latest Posts
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Inside the engine: Xautomata’s orchestration engine
This piece goes under the hood of Xautomata’s automation engine, which turns operational uncertainty into resilient, efficient, and scalable deterministic flows. It explains the…
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The Limitations of LLMs
AI is advancing faster than perhaps any technology in history, yet the resulting models often elude human understanding. The article examines the limitations of…
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AIOps and Determinism: Beyond the AI Hype for Predictable and Reliable IT Operations
Modern IT infrastructures generate overwhelming volumes of logs, metrics, and alerts, making it hard for Operations teams to separate signal from noise and keep…
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FinOps: The Complete Guide to Cloud Cost Optimization in 2025
As cloud costs grow and infrastructure complexity multiplies, FinOps emerges as a structured framework that combines financial and operational expertise to manage cloud spending.…
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Assessing Business Value and the Costs of Generative AI: A Practical Guide Beyond Monitoring with Xautomata
A practical look at how organizations should perceive the value and the costs of generative AI, a topic that remains complex and often misunderstood.…
