In my recent trilogy analyzing AI market concentration — “Is There An AI Concentration Crisis: When 42 Stocks Become the Entire Market,” “Why Enterprise AI Strategy Must Diverge From Hyperscaler …
Opinion
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AI Data CenterAI FactoryAI InfrastructureGPUOpinion
GPU Economics: Building the Business Case for On-Premise vs. Cloud GPU Infrastructure
This is not a cloud strategy debate. It is a financial calculation with specific inputs — utilization rate, workload profile, commitment horizon, and hidden operational costs — and most enterprises …
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AIAI Data CenterAI FactoryAI InfrastructureOpinionPhysical AI
Physical AI and the Continuous GPU Workload: From Data Centers to the Real World
Language models run in discrete request-response cycles. Physical AI systems — robots, autonomous vehicles, surgical assistants — never stop. The GPU demand they generate is structurally different, and it is …
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I published 73 posts on VamsiTalks Tech in 2025, documenting the shift to Agentic AI and the reality of enterprise GenAI adoption.Lets do a quick year in review. The GenAI …
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Despite $30-40 billion in enterprise investment, 95% of organizations are getting zero ROI from GenAI while only 5% achieve measurable P&L impact. The difference isn’t about budget or technology—it’s about …
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AIAI FactoryAI InfrastructureOpinion
AI Factories: Building Enterprise-Scale Intelligence Infrastructure
We have covered AI Factories in a previous blog the term “AI Factory” has evolved from buzzword to blueprint—a systematic approach to industrializing artificial intelligence at enterprise scale. Just as …
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As discussed in the last blog, the enterprise software landscape is approaching an inflection point as profound as the shift from mainframes to client-server or on-premises to cloud: Agentic AI …
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Agentic AIAIArchitectureGenAIGenerative AIOpinion
Agentic AI is Not a Tool—It’s Your New Operating System for Non-Linear Growth
Vista Equity Partners just published their latest Charterbook on Agentic AI –https://www.vistaequitypartners.com/insights/agentic-ai-is-here-what-investors-need-to-know/. As we do periodically on this blog, lets run a quick analysis of the key themes in their …
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Agentic AIAIOpinion
Agentic AI Value Chain: Why Enterprise Software, Not Hyperscale Compute, Drives Durable Returns
Vista Equity Partners just published their latest Charterbook on Agentic AI –https://www.vistaequitypartners.com/insights/agentic-ai-is-here-what-investors-need-to-know/. As we do periodically on this blog, lets run a quick analysis of the key themes in their …
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The transition from 5G to 6G is more than just a generational leap in wireless technology; it’s a paradigm shift poised to redefine connectivity and unlock unprecedented possibilities. As 5G …
