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Data at large companies like Square is often spread across disparate storage spaces and different departments, making it difficult to perform wholistic analytics.
Asking internal analytics divisions is often not the answer, as these departments are overworked which leads to slow turnaround times.
Check out this white paper to learn why Square turned to Amplitude to provide their user event data analytics, and how Amplitude has thrived in the role.