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The quest for the agentic utopia: Navigating the FOREST of AI


Agentic AI is transforming how organizations innovate, shifting from simple automation to intelligent systems that can think, adapt, and act. But moving from early experimentation to scalable, production-ready AI is far from straightforward. Many organizations find themselves stuck in fragmented pilots, unable to connect the pieces needed for real impact.


In this whitepaper, Thoughtworks and Google Cloud map out a clear path forward. Using the metaphor of a “FOREST,” they break down the six critical challenges organizations must overcome to successfully scale AI from building the right foundations to ensuring trust and alignment across the business.


Whether you’re just starting your AI journey or looking to move beyond proof of concepts, this whitepaper provides a practical, structured approach to successfully scale AI, move past fragmented pilots, and drive long-term value.


Key takeaways:


  • Understand the six core challenges that stand between AI pilots and scalable success
  • Assess your AI readiness with the Thoughtworks FOREST framework
  • Gain insight from real-world results, including significant efficiency gains and scaled AI deployment

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    In your 2026 quest for the agentic Utopia, which challenge of the FOREST are you currently facing? *