In Industrial AI, the conversation often starts with technology. At 𝐀𝐫𝐧𝐞𝐬𝐭, we believe it should start with the 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐩𝐫𝐨𝐛𝐥𝐞𝐦, 𝐭𝐡𝐞 𝐨𝐩𝐞𝐫𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐢𝐧𝐭𝐞𝐫𝐯𝐞𝐧𝐭𝐢𝐨𝐧, 𝐚𝐧𝐝 𝐭𝐡𝐞…
Shiju Madamchery
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For Arnest, Explainable AI (XAI) in process industries matters the most. We can build highly advanced AI models running on GPUs and complex architectures—but they create…
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The biggest bottleneck in industrial enterprises today isn’t a lack of data—it’s the "Investigation Gap."
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In high-temperature process industries such as cement, minerals, and materials manufacturing, the kiln flame is responsible for delivering the thermal energy that drives critical chemical…
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Industrial plants generate massive volumes of operational data every day. Yet, much of this data remains underutilized, leaving significant opportunities for performance improvement, cost reduction,…
Steel reheating furnaces play a critical role in the rolling process. Billets, blooms, and slabs must be heated uniformly and precisely before entering the mill.…
Modern industrial processes—whether in cement, steel, paper, mining, or other process industries—are becoming increasingly complex. Operations must continuously handle variations in raw materials, fuels, process…