Significant majority of AI projects fail to yield a positive return on investment. The podcast advocates for a strategic, phased implementation instead of large-scale, "big-bang" initiatives. It suggests that companies should break down ambitious AI goals into smaller, manageable steps, much like building a house one stage at a time.

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