This eBook provides enterprise leaders with a practical framework for budgeting AI initiatives that deliver measurable business impact by 2026. It highlights why most AI and Generative AI pilots fail, emphasizing overlooked costs such as data readiness, integration, governance, and long-term maintenance. The guide explains why 2026 is a pivotal year for AI investment and how phased, risk-adjusted budgeting helps organizations avoid costly missteps. It outlines a structured approach to use-case prioritization, ROI validation, and multi-year financial planning. The eBook also examines build-versus-buy decisions and the hidden risks of technical debt and poor governance. Finally, it demonstrates how platforms like TheNoah.ai enable faster experimentation, early ROI validation, and more predictable, scalable AI outcomes.

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