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Build vs Buy Becomes Meld: The Hybrid Architecture0m 19s
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Build vs Buy Becomes Meld: The Hybrid Architecture

Combine buy and build: wrap third‑party models with your logic and UX, and write code only where it compounds advantage.

Sep 29, 2025 0m 19s

Steve Brown

Expert Insights

Steve Brown is leading the way towards a new perspective in AI-assisted software development. He's replacing the typical 'build vs buy' mindset with a concept called meld, involving complementary integration of bought and built code.

Steve argues that leveraging existing AI solutions, where appropriate, can save time, money, and resources without compromising on desired outcomes.

Here's what Steve encompasses in the discussion:

  • Why purchasing and employing pre-built AI systems can be advantageous.
  • The importance of supplementing bought code with custom-built additions.
  • How firms can ensure sustainability and maintenance reliability by relying on third-party support for purchased AI systems.
The smart companies are going to meld bought code and built code... If there's a foundational model that works really well through application, it gives you the response you need, the price is right. Someone else is there to sustain and maintain it. Add value around that.
— Steve Brown, AI Futurist & fmr exec @ Google DeepMind & Intel

THE NEW DEFAULT angle

Here are actionable takeaways for development teams:

    • Assess the AI Landscape: Conduct thorough research on existing AI solutions before starting a build. If an AI tool aligns well with your needs and budget, opting to buy may save substantial development time and resources.

    • Integrate Smartly: If purchasing an AI solution, identify how you can add custom functionality to make it better suit your specific needs. Seek the balance between bought solutions and built additions.

    • Plan for Maintenance: Consider the long-term support and sustainability of your AI components.

    • Cultivate Agile Buying: Buying doesn't mean abandoning agility or innovation. Cultivate a mindset that leverages purchasing as a strategic approach to accelerate the development process.