This article discusses common pitfalls in data modernization, emphasizing that focusing solely on technology leads to stagnation. It highlights the importance of treating data as a product and integrating modern engineering practices to achieve tangible returns from cloud investments. The white paper offers insights from successful companies like Gilead and Roche.