data rabbit
Now in Private Beta

Your data has a story.
We help it tell itself.

Connect any database. Our autonomous Dream Loop discovers metrics, relationships, and insights—building a living knowledge graph that compounds with every cycle.

See How It Works

Ask anything. In plain English. Across all your databases.

Synthesized Answer
Verified·3 queries·2 sources

Q4 revenue is primarily driven by Enterprise plan upgrades (43% of growth) and APAC expansion (28%), with a notable correlation to accounts that adopted the analytics add-on.

SQL Evidence
analytics_prod
SELECT plan_tier, region,
       SUM(mrr_delta) AS revenue_growth,
       ROUND(100.0 * SUM(mrr_delta)
         / SUM(SUM(mrr_delta)) OVER(), 1) AS pct
  FROM subscriptions
  JOIN accounts USING (account_id)
 WHERE period = '2025-Q4'
 GROUP BY plan_tier, region
 ORDER BY revenue_growth DESC;

Answers are synthesized from multiple verified queries — not single-shot SQL generation.

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Datasource Types
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Faster Insight Discovery
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Autonomous Operation
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SQL Required to Search
How It Works

Three steps to autonomous intelligence

No manual schema mapping. No ETL pipelines. No dashboards to maintain. Just connect and let the Dream Loop do the rest.

Step 01

Connect

Point us at your databases. Postgres, MySQL, BigQuery, Snowflake, CSV, S3 — we speak everything.

Step 02

Dream

Our autonomous Dream Loop crawls, fingerprints, and reasons about your data — discovering what matters.

Step 03

Discover

Search in plain English. Get verified answers with evidence. Watch your knowledge graph compound over time.

The Dream Loop

Intelligence that compounds while you sleep

Every cycle, the Dream Loop crawls deeper, discovers more relationships, and strengthens existing observations. Your knowledge graph doesn't just grow—it gets smarter.

Crawl
Fingerprint
Dream
Embed
Validate
Cycle 1
Initial Discovery
Entities47
Observations183
Confidence72%
Cycle 5
Deep Understanding
Entities124
Observations1,247
Confidence94%
Cycle N
Compounding
Cross-source linksAuto
Anomaly detectionActive
Self-verification98%+
Beyond Text-to-SQL

This isn't another “ask your database” tool.

Text-to-SQL tools translate English into queries. That's a parlor trick. Data Rabbit builds a semantic understanding of your data — auto-discovering metrics, dimensions, and relationships across federated sources — then assembles them into queryable semantic data cubes that didn't exist before.

SQL is a side effect. The product is understanding.

Natural Language Interface

“What drives churn in enterprise accounts?”

Semantic Data CubesAuto-Built

Metrics, dimensions, joins, and semantic SQL operators — discovered and assembled automatically

Knowledge Graph

Entities, observations, relationships, and verified evidence across all sources

Your Databases
PostgresMySQLBigQuerySnowflakeS3CSV
Platform

Everything you need. Nothing you don't.

A complete autonomous intelligence layer that sits on top of your existing data infrastructure.

Living Knowledge Graph

Entities, relationships, metrics, and dimensions — all discovered automatically and interconnected in a force-directed semantic network.

Natural Language Search

Ask questions in plain English across all your data sources. Get verified answers with evidence trails and confidence scores.

Autonomous Dream Loop

Set it and forget it. The Dream Loop continuously crawls, reasons, and validates — getting smarter with every cycle.

Semantic Data Cubes

Metrics, dimensions, and join graphs auto-assembled from federated sources into queryable cubes — with semantic SQL operators for intelligent aggregation.

Observation Tiers

Gold, Silver, Bronze — every insight is tiered by confidence and verified through evidence. Trust what you see.

Enterprise Isolation

Every workspace gets a dedicated intelligence instance. Your data never mingles. Zero cross-tenant exposure.

Universal Connectors

Postgres, MySQL, BigQuery, Snowflake, S3, CSV — connect everything. The knowledge graph unifies it all.

KG Intelligence

Generate executive briefs, semantic maps, and SQL queries from natural language goals. Your knowledge graph becomes queryable.

Full Cost Transparency

Every Dream Loop cycle tracks tokens, costs, and entity-level economics. Know exactly what your intelligence costs.

Stop building dashboards.
Start building understanding.

Traditional BI tools show you what happened. Data Rabbit shows you what it means — and it gets better at it every day.

The old way

  • Manually define schemas & metrics
  • Write SQL for every question
  • Maintain dashboards that go stale
  • Hire analysts to find patterns
  • Data silos across teams
  • Insights die in Slack threads

The data rabbit way

  • Metrics & dimensions auto-discovered
  • Search in plain English
  • Living graph that compounds daily
  • AI reasons about your data for you
  • Unified intelligence across all sources
  • Verified, tiered, evidence-backed insights

Ready to let your data dream?

Join the private beta and be among the first to experience autonomous data intelligence. Limited spots available.

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