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      "text": "GenAI infrastructure includes reusable assets, data pipelines, solution development environments, and a range of post-deployment management and feedback capabilities. Bringing the right secure infrastructure to the right place in the GenAI value chain is necessary for sustainable, cost-effective scale. Taking an AI Factory approach enables reusable components and data products while also integrating sourcing strategy, cybersecurity considerations, demand generation, prioritization, governance, and business outcomes. While focusing on speed to value and taking an agile, incremental approach to infrastructure development, organizations can look to iterative design and continual evaluation of cost mechanisms against a per-user or per-use model. One important consideration is that executives are likely to be more comfortable funding enhancements to existing capabilities, as opposed to building net-new systems. Using existing investments and approaching scale as building incremental capabilities can help encourage investments by overcoming a misperception that a GenAI endeavor is starting from scratch.",
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