Crowdstrike details the journey toward building internet-scale data lake infrastructure, covering considerations for deploying massive-scale systems and bringing cloud practices in-house. This practitioner session shares insights from extremely thorough infrastructure evaluation, feature and implementation considerations for building secure and regulated cloud services (including FedRAMP), hardware deployment strategies for hundreds of petabytes, and experiences partnering with engineering teams for new feature development.