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Artificial Intelligence

104 posts
  • Artificial Intelligence

From Demo to Deployment: The New Bar for AI Products

  • Santosh Sinha
  • January 15, 2026
From Demo to Deployment: The New Bar for AI Products

Not long ago, an AI demo was enough to win attention. A chatbot answering smartly, a model predicting outcomes on clean data, or a polished dashboard often convinced stakeholders that the future had arrived. That phase is over.

In 2026 …

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From AI Tools to AI Systems: The Real Shift Coming in 2026
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  • Artificial Intelligence

From AI Tools to AI Systems: The Real Shift Coming in 2026

  • Santosh Sinha
  • December 30, 2025

For the last two years, AI adoption has been dominated by tools.

  • Chatbots.
  • Copilots.
  • Prompt driven workflows.
  • Plugins layered on top of existing software.

They delivered speed, excitement, and quick wins. They also created a false sense of progress.

By …

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Accuracy Impresses Founders. Consistency Retains Customers.
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  • Artificial Intelligence

Accuracy Impresses Founders. Consistency Retains Customers.

  • Santosh Sinha
  • December 26, 2025

In the early days of a product, accuracy feels like everything.

  • A demo works.
  • The model answers correctly.
  • The output looks sharp.

Founders get excited because the system behaves exactly as expected in a controlled moment. Accuracy creates belief. It …

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An AI that needs retraining every week is a liability
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  • Artificial Intelligence

An AI that needs retraining every week is a liability

  • Santosh Sinha
  • December 22, 2025

AI has moved from experimentation to the core of modern products. Founders now pitch AI first companies. Enterprises deploy AI across customer support, underwriting, operations, sales, and healthcare workflows. Yet beneath the excitement sits a quiet but dangerous pattern. Many …

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When AI Becomes a Co-Founder: The Future of Product Development
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  • Artificial Intelligence

When AI Becomes a Co-Founder: The Future of Product Development

  • Santosh Sinha
  • November 19, 2025

The world of product development is undergoing a profound transformation. What once relied on human creativity, intuition, and technical mastery is now increasingly being co-piloted by artificial intelligence. AI is no longer just a tool that automates workflows or analyzes …

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Proprietary Intelligence The Secret to Making AI Truly Work for Your Business
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  • Artificial Intelligence

Proprietary Intelligence The Secret to Making AI Truly Work for Your Business

  • Santosh Sinha
  • November 14, 2025

In a world where artificial intelligence is now table stakes, not a differentiator, the real advantage no longer comes from having AI, it comes from owning your own intelligence. Proprietary intelligence is what separates companies that simply use AI from …

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Latest Post
  • From Demo to Deployment: The New Bar for AI Products
  • How Opus 4.5 Is Helping Brim Labs Ship Products Faster and Smarter
  • From AI Tools to AI Systems: The Real Shift Coming in 2026
  • Accuracy Impresses Founders. Consistency Retains Customers.
  • An AI that needs retraining every week is a liability
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