The document outlines three major pitfalls organizations face with cloud data: misunderstanding bandwidth and storage needs, lacking observability across cloud landscapes, and not knowing the costs linked to observability metrics. It emphasizes the necessity of cultivating a culture of engineering that values availability and establishing a dedicated FinOps function to maximize resource value. Additionally, it provides a framework for cloud migration, stressing the importance of establishing a baseline for cloud landscape management.