Anomaly AI LogoAnomaly AI

AI Data Analyst for BigQuery

Connect your BigQuery warehouse and let Anomaly analyze large tables, explain what changed, and create recurring reports your team can reuse.

Connect BigQuery
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How It Works

Connect recurring business data, ask the question, get a dashboard or report, then refresh the workflow when new data arrives.

Connect

Connect your BigQuery data warehouse

Securely connect your Google BigQuery data warehouse with OAuth 2.0 authentication. Select which datasets and tables you want to analyze. We securely sync your BigQuery data to our optimized analytics layer for lightning-fast analysis and instant dashboard updates.

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Analyze

AI examines your BigQuery schema

Our AI Data Analyst automatically explores your BigQuery tables, understanding table structures, relationships, data types, and business logic. It profiles your data distribution, identifies key metrics, and detects data quality issues across billions of rows efficiently.

Raw Marketing Data
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Cleaned Marketing Data
Query

Ask questions in natural language

Simply ask questions in plain English and our AI translates them into optimized BigQuery SQL queries. It understands complex business logic, handles joins across multiple tables, applies intelligent sampling for large datasets, and optimizes query costs automatically.

Cleaned Marketing Data
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Performance Analytics
Visualize

Generate dashboards and recurring reports

Transform BigQuery results into interactive dashboards and refreshable reports. Share insights with stakeholders and keep recurring reviews tied to the latest data.

Interactive analytics dashboard showing comprehensive data visualizations

Powerful Features for BigQuery Analytics

All the tools and technology you need to unlock insights from your BigQuery data. Transform raw data into actionable insights with AI-powered analysis and automated dashboards. Built for data teams who need fast, reliable analytics at scale.

AI Orb

Recurring Report Analysis

AI analyzes your BigQuery tables, finds the movement that matters, and prepares the dashboards or reports you need each cycle.

Dashboard preview

Refreshable Dashboards

Transform BigQuery data into interactive dashboards and recurring business reviews your stakeholders can reuse.

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Natural Language Queries

Ask questions in plain English. Our AI translates them into optimized BigQuery queries automatically.

Enterprise Security

Enterprise Security

OAuth 2.0 authentication, role-based access control, and enterprise-grade encryption in private Azure database.

Large Dataset Optimization

Large Dataset Optimization

Efficiently analyze billions of rows with intelligent query optimization and sampling strategies.

Frequently Asked Questions

How does authentication work with BigQuery?
We use OAuth 2.0 for personal accounts or service accounts for organization-wide access. You maintain full control over permissions and can revoke access anytime from Google Cloud Console. Data is securely synced to our optimized analytics infrastructure for faster performance.
How do you handle large datasets?
We use intelligent sampling for exploratory analysis and full scans only when needed. You can configure sampling thresholds based on your needs. Our system is designed to work efficiently with billions of rows.
Can I customize the dashboards?
Yes! While our AI creates dashboards automatically, you can customize charts, add filters, modify queries, and adjust layouts. You have full control over the final output.
Is my data secure?
Absolutely. Your data is encrypted in transit and at rest in our private Azure database infrastructure. We use OAuth 2.0 authentication, role-based access controls, and enterprise-grade security. All data transfers are encrypted and you maintain full control over access permissions.
What if I need help with complex queries?
Our AI handles complex queries automatically, but if you need custom logic or specific transformations, our support team can help. Pro and Enterprise plans include dedicated support for query optimization.
How is this different from BigQuery's built-in AI features?
BigQuery's Gemini integration helps write SQL faster, but you still need to know what to ask and how to interpret results. Anomaly AI acts as a full analyst: it inspects your schema, identifies what matters, builds dashboards, and explains findings — all from a plain English question. It's the difference between a coding assistant and a data analyst.
Can I combine BigQuery data with other sources?
Yes. Connect BigQuery alongside Excel files, Google Sheets, GA4, MySQL, or Snowflake. The AI joins data across sources automatically — no UNION queries or manual data exports needed.
Do I need to know SQL to use this with BigQuery?
No SQL required. Ask questions in natural language and the AI generates optimized BigQuery SQL behind the scenes. Every query is shown transparently so you can verify, learn, or customize — but you never have to write it yourself.

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Ready to get started with BigQuery?

Connect your BigQuery data and turn it into refreshable dashboards, insights, and recurring reports.

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