AstroBee is an AI agent that helps business teams explore data and get answers without adding to the data team’s backlog. It connects directly to your existing data (even if it’s messy) and builds a semantic layer that captures business logic as it evolves. Unlike most tools that require clean, well-structured data, AstroBee generates an integrated source of truth (ontology) for you. This ontology translates messy, fragmented data into something usable, so teams can get precise, context-aware answers without waiting for a custom report from the data team. There’s no need to refactor pipelines or touch your existing semantic layer. AstroBee fits alongside your current stack, shows its work behind every answer, and gives business users the confidence to explore independently—freeing up data scientists to focus on deeper, strategic work.

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How it works

1

Connect your data

Link your existing sources (like BigQuery, , etc.)
2

Auto-generate your ontology

AstroBee creates a semantic layer by resolving entities across systems, normalizing inconsistent data, and mapping it to business concepts (no manual modeling required)
3

Ask & evolve

Ask AstroBee business questions in plain language, and refine the Ontology as your business grows

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Get started

To get started with AstroBee, check out our Quickstart guide which will walk you through setting up a demo dataset and using AstroBee to ask questions about your data.