Latest posts
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How the Wrong Motherboard Leaves Lakhs of Hardware Sitting Idle: PCIe Lane Budgets Explained
If you’re currently shopping for a workstation with multiple GPUs, you’re likely trying to linearly scale your workflow by loading bigger models or cutting render times. However, we frequently see custom multi-GPU…
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Engineering a High-Throughput Storage Server for KVN Productions
KVN Productions is the powerhouse studio behind Toxic, one of the most highly anticipated and a lot of other high-budget productions in Indian cinema. With a massive scale comes an equally massive technical footprint.…
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AI Training vs. Inference: How to Choose the Right AI Workstation
We have gotten used to people calling us and saying “I need an AI workstation.” It sounds like a simple request, but it’s actually impossible to Generalizing it as an “AI PC” is a trap because artificial intelligence…
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What Can 384GB of VRAM actually do?
There is no other machine like this in India, Period. It has four RTX 6000 Pro Blackwells and a Threadripper enclosed in a full custom liquid loop – all inside a single chassis. And if you tried to build something…
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The Truth About Workstation Warranties in India
Imagine it’s 9:00 AM on a Tuesday morning and you sit down and fire up the workstation, and… nothing. The machine is down. But you aren’t worried as you paid for the “Next Business Day On-Site” support tier so you raise…
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Building an Inference Powerhouse Workstation – ft. Four Liquid Cooled Blackwell Pro 6000 96GB
Somewhere on the PCB of an RTX 6000 Pro Blackwell is a small HDMI connector. If it snaps while you’re fitting a waterblock, the replacement part does not exist. That’s a ₹10 lakh mistake with no undo button. We had to…
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Does a second GPU actually save you time in DaVinci Resolve?
Have you ever found yourself nodding at a client, saying “just one more hour,” knowing full well your machine is choking on a 4K timeline? Or maybe you’re three hours deep into a grading session, and the moment you add…
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What 192GB of VRAM Actually Unlocks in Local Inference
A year ago, running a serious AI model locally meant renting a rack of H100s or paying someone else for access to theirs. But today, it fits on a desk and if you don’t want to be held back by the cloud, it’s become the…
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The Only Monitor Guide You Actually Need
You’ve picked the right GPU and watched every CPU benchmark video on YouTube. And then you spend 45 minutes on a product page, buy whatever has the most stars, and call it a day. Which is how you end up with a 144Hz…
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The Hidden Cost of Buying an Enterprise Server Nobody Talks About
Every few years, the same conversation happens in procurement meetings across India. Cloud costs have gone sideways, the CFO wants infrastructure on-premise, and the default call goes to the same two or three brand…