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Jörg Schad of Nextdata proposes autonomous data products as containers for data to solve the data management hairball. The approach encapsulates pipelines, schemas, and metadata, using protocols like MCP to limit context rot and enforce governance. Standardization, speed of access, specificity, and safety are the four pillar problems addressed.
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