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Native AI in the Enterprise: Why Every Department Will Have Its Own Domain LLM
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  • Artificial Intelligence

Native AI in the Enterprise: Why Every Department Will Have Its Own Domain LLM

  • Santosh Sinha
  • November 3, 2025

The enterprise world is entering an era where artificial intelligence is no longer a single tool sitting in the IT department. It is becoming the invisible operating system of every business function. The next decade will not be defined by …

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LLMs + Knowledge Graphs: The Hybrid Intelligence Stack of the Future
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  • Artificial Intelligence

LLMs + Knowledge Graphs: The Hybrid Intelligence Stack of the Future

  • Santosh Sinha
  • October 31, 2025

The race to build intelligent software has entered a new stage. For the last three years large language models have dominated the imagination of builders and investors. They showed the first real glimpse of general language understanding at scale and …

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Why every SaaS product will have a native LLM layer by 2026?
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  • Artificial Intelligence

Why every SaaS product will have a native LLM layer by 2026?

  • Santosh Sinha
  • October 30, 2025

Software as a service is no longer only a delivery model for applications. It is becoming a delivery model for reasoning, decision support, automation, and conversation. The world that is forming is one where every meaningful business workflow has an …

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How to Build Domain Specific LLM Pipelines for Finance Healthcare and Legal Workflows
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  • Artificial Intelligence
  • Fintech
  • Healthcare

How to Build Domain Specific LLM Pipelines for Finance Healthcare and Legal Workflows

  • Santosh Sinha
  • October 29, 2025

Large language models opened a new door for knowledge heavy industries. Yet the reality is that a general model is rarely suitable for regulated or high consequence use. Domain specific pipelines are not about fine tuning for vanity. They are …

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The Hidden Costs of Context Windows: Optimizing Token Budgets for Scalable AI Products
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  • Artificial Intelligence
  • Software Development

The Hidden Costs of Context Windows: Optimizing Token Budgets for Scalable AI Products

  • Santosh Sinha
  • October 28, 2025

Context windows are the silent tax of the AI era. Every message passed into a model is not only an input, it is a recurring cost item. The wider the context window the more expensive every single call becomes. Product …

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The Science Behind Vibe Coding: Translating Founder Energy into Code
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  • Other

The Science Behind Vibe Coding: Translating Founder Energy into Code

  • Santosh Sinha
  • October 27, 2025

Founders build momentum with more than roadmaps and tickets. There is a unique charge in the room when a founder speaks with conviction about a product vision. Team members take notes, engineers sketch flows, designers think in journeys, and product …

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