The DNAnexus Platform provides a consistent experience for the scientist to run their genomic analyses in a world with ever-increasing regulatory, security and industry expectations. This white paper examines three critical dimensions a global platform must have to provide value: security, privacy and quality. Each of these dimensions are interdependent and while their importance may vary depending on the use of the Platform, each is critical to sustain reproducible science.