> ## Documentation Index
> Fetch the complete documentation index at: https://docs.dune.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Engineering

> Transform, model, and pipeline onchain data with dbt, Datashare, and APIs

Data engineering teams use Dune to build production data pipelines, transform blockchain data, and integrate onchain insights into their applications and workflows.

## Common Use Cases

<CardGroup cols={2}>
  <Card title="Build Data Pipelines" icon="diagram-project">
    Create production-grade data models and transformation pipelines with dbt on Dune
  </Card>

  <Card title="Stream to Your Warehouse" icon="arrow-right-to-arc">
    Export blockchain data to Snowflake, BigQuery, or Databricks via Datashare
  </Card>

  <Card title="Programmatic Access" icon="code">
    Execute queries, manage data, and integrate Dune into your applications via Data API
  </Card>
</CardGroup>

## Who This Is For

<CardGroup cols={2}>
  <Card title="Data Engineering Teams" icon="database">
    Build and maintain data pipelines, models, and transformations on blockchain data
  </Card>

  <Card title="Wallets & Apps Engineering" icon="mobile">
    Power wallet backends, portfolio trackers, and DeFi applications with onchain data
  </Card>

  <Card title="AI & Derived Analytics" icon="robot">
    Build ML models, derived datasets, and AI-powered analytics on blockchain data
  </Card>

  <Card title="Product Teams" icon="cube">
    Integrate onchain data into product workflows, dashboards, and customer-facing features
  </Card>
</CardGroup>

## How It Works

Dune provides multiple products to power your data engineering workflows:

<CardGroup cols={2}>
  <Card title="dbt Connector" icon="hammer" href="/api-reference/connectors/dbt/overview">
    Build production data pipelines with dbt on Dune. Create models, run tests, and schedule transformations with full SQL access to blockchain data.

    [Learn more →](/api-reference/connectors/dbt/overview)
  </Card>

  <Card title="Datashare" icon="database" href="/datashare/datashare">
    Stream Dune's curated blockchain data directly to Snowflake, BigQuery, or Databricks. Integrate onchain data into your existing data warehouse.

    [Learn more →](/datashare/datashare)
  </Card>

  <Card title="Data API" icon="code" href="/api-reference/api-overview">
    Programmatically execute queries, manage data, and integrate Dune into your applications. Full REST API access for automation and integration.

    [Learn more →](/api-reference/api-overview)
  </Card>
</CardGroup>

## Case Studies

See how engineering teams build with Dune:

<CardGroup cols={2}>
  <Card title="Blockworks" icon="newspaper" href="https://dune.com/case-studies/blockworks">
    Blockworks builds data pipelines with dbt Connector and Data API, exporting aggregated data to their Postgres environment seamlessly.
  </Card>

  <Card title="CoW Protocol" icon="cow" href="https://dune.com/case-studies/cow-protocols-journey-into-automated-payments-and-understanding-user-behavior">
    CoW Protocol automates weekly solver rewards using Dune's data upload, API, and query capabilities to calculate and distribute payments.
  </Card>
</CardGroup>

## Get Started

<CardGroup cols={2}>
  <Card title="Quickstart Guide" icon="rocket" href="/quickstart">
    Learn the basics of querying and working with data on Dune
  </Card>

  <Card title="dbt Setup Guide" icon="hammer" href="/api-reference/connectors/dbt/overview">
    Get started with dbt on Dune for data transformations
  </Card>
</CardGroup>