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Galaxy is the enterprise context management platform for modern organizations.
Welcome Project
It sits above your existing data systems and captures how your business actually works: what entities exist, how they relate, what they mean, and how those meanings map back to real systems. Galaxy turns fragmented databases, tools, and pipelines into a shared, navigable context graph. This foundation enables entity resolution, object 360, trustworthy metrics, and AI that behaves consistently with your organization’s definitions.

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The Problem Galaxy Solves

Every growing organization eventually hits the same wall:
Data is everywhere, but understanding is nowhere.
Modern organizations are not struggling because they lack data. They are struggling because they lack shared understanding. Over the last decade, companies invested heavily in data warehouses, ETL tools, BI dashboards, metrics layers, reverse ETL, and AI. This abundance of data and tooling produced fragmentation as each system held its own partial truth. Teams spend time reconciling definitions, resolving discrepancies, and translating business logic instead of building insights. Maintaining this stack is expensive. Specialized teams are responsible for keeping pipelines running, transforming raw data into usable tables, and answering an endless stream of ad hoc questions. Analytics engineers are constantly cleaning and reshaping data to keep up with changing business needs. The result is often a metric delivered in isolation, without the broader context that explains how it was defined, how it relates to other concepts, or whether another team defines it differently. At the same time, AI is becoming more and more central to all of our stacks. Agents can query warehouses and search documentation, but they cannot reliably interpret how the business actually works. Critical knowledge lives across dashboards, transformation logic, spreadsheets, and in people’s heads. Definitions drift. Relationships remain implicit. Meaning is fragmented. Galaxy solves this by providing a semantic foundation that replaces data silos with a shared source of truth.

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What Galaxy Is (and Isn’t)

Galaxy is:

  • The semantic foundation your stack is missing
  • A context graph of your core entities and relationships
  • A bridge between technical systems and business logic
  • Infrastructure for consistent analytics, AI reasoning, governance, and collaboration

Galaxy is not:

  • A BI dashboard tool
  • A data warehouse or storage engine
  • Just a metadata catalog

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Start Here

If you’re ready to get hands-on, follow the Quickstart Guide. It walks you through connecting your first data source and building your first project.