If vLLM already solved LLM serving, why did SGLang appear?
Neysa Blog: Enterprise AI, Inference and
Infrastructure
Stay ahead of the curve with our blogs, where the latest market intel, product comparison, AI trends, innovations, and breakthroughs come to life. Get a front-row seat to the future of AI, with insights that help you think smarter, move faster, and innovate bolder. Read on to let the ideas spark your next big move.
AI/ML
7 mins.
Expert Parallelism and Distributed AI Training: What the Benchmark Headlines Leave Out
Delve into the hardware demands of the Kimi K3 model and its implications for AI investment.
Latest articles
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How to…?7 mins.The Self-hosting vs API Decision Is Really an AI Governance Call
Self-Hosting vs. API: discover why heavily regulated enterprises rethink prompt processing and AI governance challenges. Explore how you can solve it with Neysa Velocis.
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Hot Topic8 mins.The GPU Supply Chain Crisis Behind Rising Cloud Costs in 2026
Data-center GPU lead times now run 36 to 52 weeks and prices keep climbing. We break down how the HBM shift at Samsung, SK Hynix, and Micron is reshaping GPU costs, and why enterprises are rethinking owning versus accessing compute.
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Hot Topic5 mins.India Built the GPU Capacity, But Are Enterprises Using It?
The IndiaAI Mission lists 38,000+ subsidized GPUs, yet many enterprises still cannot provision compute when workloads need it. Here is why lease caps, eligibility gates, and SLA gaps leave a mismatch, and what production AI teams need instead.
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Hot Topic7 mins.Understanding sovereign AI
Sovereign AI is not just about where your data is stored. Jurisdiction, encryption key custody, admin access, and model control decide who really governs your data. Here is what Indian regulation actually requires, and how to evaluate AI infrastructure partners.
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AI/ML12 mins.vLLM vs SGLang: Why Their Benchmarks Behave So Differently
Explore the vLLM vs SGLang benchmarks to understand performance differences in LLMs and framework comparisons.
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Infrastructure13 mins.The 7 Best AI Orchestration Tools for Enterprise Use Cases (2026)
Picking an orchestration tool is easy when you’re prototyping. It gets much tougher when your security team gets involved. Here’s a breakdown of seven tools that hold up when real enterprise requirements are on the table.
