Dbt — Analytics & Data

What does Dbt do?

Dbt (data build tool) is a transformation workflow platform that lets data teams write modular SQL models, test them, and version-control them—just like software engineers build apps. It runs inside your cloud warehouse (e.g., Snowflake, Databricks) and never stores your data, so you keep full control.

What problem does it solve?

Dbt solves the chaos of fragmented, untrusted data. It gives you a single, governed workflow to transform raw data into clean, tested models—so analytics and AI teams can trust what they build. The Fusion engine auto-builds only what changed, cutting warehouse costs by 30%+.

Who is it for?

It’s for data engineers, analysts, and analytics engineers at growing companies who need scalable, production-grade data pipelines. It’s also for AI teams that need high-quality, governed data for LLMs and machine learning. It’s not for non-technical users or those who want a GUI-only ETL tool.

Real use cases

Teams use Dbt to centralize metrics, accelerate reporting, enable data mesh across domains, and feed AI features with Clean, well-documented data. Integrations with Fivetran, Tableau, and OpenAI make it a hub for modern data stacks.

• Modular SQL transformations — Write, test, and version-control models like software.
• Native SQL comprehension — Built-in dialect support keeps logic portable across warehouses.
• Interactive DAG lineage — Visualize data flows and drill into column-level details.
• Automatic refactoring — Rename models/columns once; Dbt updates every downstream reference.
• Fusion engine — Stateful orchestration builds only what’s needed, cutting compute costs by 30%+.
• IDE integrations — Use Cursor, Claude Code, Windsurf, or VS Code for local development.
• Deep ecosystem — Works with Snowflake, Databricks, Fivetran, Tableau, and OpenAI.

Dbt pricing: Free Developer plan; Starter from $100/user/mo. Billing model: Freemium.

For comparison: the median starting price in Analytics & Data is $39/month, measured across 274 tools we track. See the full SaaS Pricing Index →

Developer — Free

3,000 successful models per month, 1 project, 1 seat. Includes browser-based IDE, MFA, job scheduling, and latest releases. 14-day free trial of Starter included.

Starter — $100/user/month

For first dbt projects: 5 seats, 15,000 models/month, 5,000 queried metrics/month, 1 project. Adds basic Catalog, basic Semantic Layer, Copilot code generation, API access. Free trial available.

Enterprise — Custom pricing

For scaling: 100,000 models/month, 20,000 metrics/month, 30 projects. Adds advanced Catalog, advanced Semantic Layer, full Copilot, Canvas, Insights, and Mesh.

Enterprise+ — Custom pricing

Maximum control: unlimited projects, plus PrivateLink, IP restrictions, rollback, and hybrid deployment. Contact sales.

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