Technology is changing faster than ever, especially now in the mainstream emergence of AI. Making analytic architecture decisions has gotten more complex than ever and making the wrong decision can become quite costly. This panel seeks to have a conversation on the paths taken to create an analytics architecture and finding the best practices to align the right technology with one's organization for your organization and when to build within and when to outsource?