The problem you just saw didn't disappear — it has even evolved. Teams added more dashboards, more connectors, more AI tools. But the underlying issue stayed the same: analytics logic kept living in too many places.
Teams that scale analytics today fix it by building a reusable analytics system — where definitions live once and power everything else. That's why we built OWOX Data Marts: a reporting system on top of the trusted data in your warehouse, delivering answers safely to dashboards, spreadsheets, and AI.
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