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The Distributed Intelligence Economy: From Scaling Units to Scaling Value
Volkmar Kunerth For the past decade, most AI processing has happened in centralized data centers. Companies sent data to the cloud, waited for a response, and paid for bandwidth and storage along the way. That model is breaking down. The alternative is edge computing: running AI directly on devices—sensors, cameras, industrial equipment—where the data originates. This isn't just faster. It's cheaper, more private, and often more practical for real-time decisions. The shift is
Volkmar Kunerth
Dec 18, 20252 min read


Edge Computing Explained: How Edge Computing Revolutionizes Real-time Data Processing
Volkmar Kunerth, CEO of Accentec Technologies and IoT Business Consultants Edge Computing Defined Edge computing refers to computer...
Volkmar Kunerth
Sep 2, 20239 min read


Decoding Vision AI: AI machine learning models underlying visual Models
Volkmar Kunerth, CEO IoT Business Consultants Schedule a meeting with me on Calendly: 15-min slot In today's fast-paced world, industries...
Volkmar Kunerth
Aug 26, 20234 min read


The future of AI in Education and Science
By Volkmar Kunerth, IoT Business Consultants, Calendly: 15-min slot The Transformative Power of Modern AI Artificial Intelligence (AI)...
Volkmar Kunerth
Aug 19, 20234 min read


Unlocking Efficiency in Industry 4.0
Unlocking Efficiency in Industry 4.0: The Role of Foundational Visibility in Robotic Systems Integration in the Context of Uptime and ROI...
Volkmar Kunerth
Aug 19, 20236 min read
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