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Blog – Product Insights by Brim Labs
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Posts by author

Santosh Sinha

162 posts
Product Specialist
  • Artificial Intelligence

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

  • Santosh Sinha
  • December 30, 2025
From AI Tools to AI Systems: The Real Shift Coming in 2026

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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Integrating AI with EHRs for Holistic Care: The Path to Unified Patient Insights in Behavioral Health
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  • Artificial Intelligence

Integrating AI with EHRs for Holistic Care: The Path to Unified Patient Insights in Behavioral Health

  • Santosh Sinha
  • November 12, 2025

Behavioral health has traditionally been defined by complexity, subjective symptoms, inconsistent documentation, and fragmented data systems. While electronic health records (EHRs) have transformed how healthcare data is stored and shared, they have often fallen short in providing meaningful insights for …

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Latest Post
  • 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
  • When AI Becomes a Co-Founder: The Future of Product Development
  • Proprietary Intelligence The Secret to Making AI Truly Work for Your Business
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