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Most AI teams run training on one platform and inference on another. The handoff between them happens outside any workflow definition—it's manual, fragile, and repeats with every model iteration. For organizations that can't send proprietary data to external AI services, this fragmentation isn't just inconvenient. It's a blocker. In this webinar, we demonstrate Fuzzball service endpoints—a capability that unifies AI training and inference in single, portable workflows. This is sovereign AI without the complexity of managing separate platforms. Jonathon Anderson, Principal HPC Product Engineer, CIQ David Godlove, Product Engineering Eric Hendricks, Technical Product Marketing Manager TIMESTAMPS: 00:00 Welcome 01:43 Introductions 04:27 Solving the training and inference problems 12:48 Stepping back: what is Fuzzball? 16:14 Use cases service endpoints solves 20:53 Demo: workflow catalog 30:27 Demo: sovereign AI 46:16 Q&A 52:45 Wrap up RESOURCES: Fuzzball product page: https://ciq.com/products/fuzzball/ Fuzzball Documentation: https://ui.stable.fuzzball.ciq.dev/docs/ Request a demo: https://ciq.com/contact/ Press Release: CIQ delivers turnkey sovereign AI with service endpoints capability, transforming Fuzzball into complete training and inference platform: https://ciq.com/press-release/ciq-del... Blogs: AI workflow orchestration: why separate platforms fail: https://ciq.com/blog/ai-workflow-orch... How to run interactive HPC workloads alongside batch jobs in a single workflow: https://ciq.com/blog/how-to-run-inter... Running Jupyter notebooks on HPC clusters without SSH tunneling: https://ciq.com/blog/running-jupyter-... ABOUT CIQ: CIQ delivers secure and performant software infrastructure for modern workloads, from standard enterprise to extreme HPC and AI. We are the founding support and services partner of Rocky Linux, Warewulf, Ascender, and Apptainer. Learn more: https://ciq.com #hpcabinetdecesiontoday #AI #SovereignAI #MachineLearning #MLOps #Fuzzball #WorkflowOrchestration