In an analytics system, we typically have an Operational Data Store (ODS) or staging layer; a performance layer or some data marts; and on top, there would be an exploration or reporting tool such as Tableau or Oracle’s OBIEE. This architecture can lead to latency in decision making, creating a gap between analysis and action. Data preparation tools like Dremio can address this.

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