This Atlan white paper highlights 10 trends shaping the modern data stack in 2023. New pressures on efficiency push teams to optimize data spend, track ROI, consolidate tools, and expand into on-premise connectors like Oracle and SAP. At the same time, six ongoing trends continue: active metadata replacing catalogs, data contracts shifting governance left, semantic layers moving into adoption, data activation overtaking CDPs, early data mesh implementations, and convergence of observability and quality into data reliability. With recession-driven scrutiny, data teams must prove value while leveraging maturing tools to deliver trusted, business-ready insights at scale.

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