Opening Remarks

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" summary

Community announces the DOK Get Started Guide and the Data on Kubernetes release 2025 with concrete findings: nearly half of orgs run 50%+ of data workflows on Kubernetes, leaders exceed 75%, and over 60% tie >10% of revenue to those deployments. AI/ML workloads reach 44% adoption and vector databases are seen as critical by ~70%. Cost optimization tops priorities (50%), with strategies like GPU utilization, tiered storage and cross‑cloud transfer reduction; 71% cite edge as essential, 54% cite real‑time, and 40% report skill gaps and I/O bottlenecks.

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