How to Automate AI Data Center Deployments at Scale with the Infrahub AI DC Solution (Webinar Recap)

OpsMill Co-founder and CEO Damien Garros and Infrahub Product Manager Wim Van Deun introduced a new AI data center (AI/DC) automation solution through a webinar, which highlighted the use of Infrahub for automating the lifecycle of large-scale AI data centers. The solution embodies a reference implementation showcasing how Infrahub can streamline the deployment and maintenance of AI data centers by leveraging a design-driven network automation approach. The discussion included a demonstration of building a data center fabric using a five-stage Clos topology, where high-level design inputs are transformed into a complete network setup through Infrahub's schema-driven platform. This approach allows for scalability, multi-vendor compatibility, and ease of day two operations, addressing challenges like managing technical debt and lifecycle evolution. The webinar emphasized the importance of maintaining design intent within the database for lifecycle management and introduced Infrahub's capabilities such as branch awareness, CI pipeline integration, and artifact generation for network configurations and documentation. Additionally, the potential for integrating AI to enhance agentic workflows and automate tasks within Infrahub was discussed, along with the promise of future expansions and solutions based on customer demand and industry trends.