Organizations in the US and Canada recognize the importance of AI but still struggle with scaling due to data management and integration challenges. Key to success is investing in open, hybrid information architectures (IA) that support flexible data management, governance, and AI deployment across private and multi-cloud environments. Enterprises that adopt open ecosystems can more easily build, integrate, and scale data pipelines and AI models to drive business transformation in 2022 and beyond.

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