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Aug 11, 2025
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Product & Engineering
Distributing AI Models into Self-Hosted Environments - Lessons from Replicated and H2O.ai
Distributing AI models into air-gapped or customer-managed environments is no small feat—but with Replicated, H2O.ai delivers a flexible, production-ready architecture that works anywhere. We break down how they use Replicated to package, deploy, and operate massive models offline, and share the lessons you can apply to your own self-hosted deployments.