As data demand scales, centralized models start to strain, but because of distance from real business context. This blog explores how federated domain models, delivered through data products, bring ownership closer to where decisions are made, improving trust, reuse, and speed. From aligning data with workflows to enabling more reliable AI systems, it lays out what it takes to move from fragmented consumption to outcome-driven data ecosystems.
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