NVIDIA Keynote: The AI factory Becomes a Balance-sheet Question
On a slide near the start of his GTC keynote last month, Jensen Huang sketched five rectangles stacked on top…
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Recap: Roundtable NXTminds x MDCS.AI
April 21st 2026, Karel V, Utrecht | AI is getting cheaper. Your AI bill isn’t. Most boards are asking some…
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Build AI for What’s Next, Not What’s First: Avoid the Stop‑Start Cycle
Your AI foundation should be designed for your fourth use case, not your first An AI team builds a promising…
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AI Infrastructure Reality Check: Fix the Network Bottleneck.
Most enterprises plug expensive GPUs into networks built for office traffic. A company invests in high-end GPUs. Racks them. Connects…
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News update: The MDCS.ai x Cisco Podcast is live!
In this podcast, we examine AI infrastructure from an enterprise perspective. Guests with backgrounds in enterprise IT, cloud architecture, security,…
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AI Ecosystem as a brain: The reason most AI pilots never reach production has nothing to do with technology
A large organization launches over a hundred AI initiatives across departments. The first week, enthusiasm is high. People try new…
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Purpose-built Regional AI Factories: Where infrastructure enables an ecosystem
Where infrastructure enables an ecosystem In 2020, while many countries were still debating national AI strategies, Linköping built. In that…
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AI Wine Tasting at Cisco Live! Amsterdam
During Cisco Live Amsterdam, Cisco and MDCS.AI hosted a private evening where the wine was chosen by AI, facilitated by…
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Your AI Models Are Ready to Scale. Your Cost Model Isn’t.
Six months of work. The AI model performs, the pilot delivers, and the team is ready to scale. Then the…
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From one server to company-wide AI. They own every layer.
How a packaging company built AI infrastructure without the cloud. Trivium Packaging makes cans. Aerosol cans, food cans, metal packaging…
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Your GPUs scale. Your integrations don’t.
Why AI infrastructure breaks at the connections, not the components. Your AI team added more GPUs last quarter. The models…
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Why your AI Stack is a Black Box (even with all that logging)
The logs say everything is fine Your dashboards show green lights across the board. Operational metrics update continuously. Alerts are…
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Your Multi-Cloud AI is connected. Your security isn’t.
The gap nobody monitors Security reviews focus on each cloud environment separately. AWS passes the checklist. Azure passes the checklist….
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2025 in Review: The Year of AI Infrastructure Delivery
What a year and what a ride. For me (and for us an organization), 2025 truly became the year of…
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From 2025 to 2026: Building USIO, turning commitment into Africa’s first AI Factory
Looking back at 2025, I see a year of decisions Not perfect conditions. Not complete certainty. Decisions to move, to…
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AI Infrastructure in 2025: Key lessons and what 2026 will demand of your AI Strategy
2025, Shaping Lorentz, A Different Path for AI Factories Looking back at 2025, one thing stood out in almost every…
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Security Isn’t What You Deploy. It’s What You Can Show
Why auditability is becoming the new standard of trust for AI systems. The security review starts in a familiar way….
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Who Really Owns Your AI? The Illusion of Control in the Cloud
Control looks reassuring. A dashboard shows green lights. Access rights are assigned. Jobs start when you press the button. From…
