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AI is only as effective as the data foundation it runs on. Yet many enterprise AI initiatives struggle to scale because their data infrastructure was never designed for AI workloads. In this eBook, MathCo introduces its Engineering for AI framework, a practical approach to building AI-ready data foundations through governed data, business-aligned semantics, and AI-native platforms. Learn how leading organizations are overcoming data quality challenges, automating governance, and creating the infrastructure needed for reliable, enterprise-scale AI. Discover the three pillars that enable faster AI deployment, greater trust in AI outputs, and a scalable foundation for future AI innovation.