Data vault automation

Data Vault Automation

Accelerate resilient data warehouse development with automated Data Vault modeling and standardized transformations—delivering the agility, traceability, and scalability Data Vault methodology was designed for. Agile Data Engine was developed with input from experienced Data Vault professionals and is fully aligned with Data Vault 2.0 principles.

ui-shot-hero-bg

Become truly agile with Data Vault and Agile Data Engine

Accelerate data vault implementation by up to 80%


While powerful, Data Vault can be time-consuming to implement manually. ADE automates both data modeling and transformation logic—cutting development time by up to 80%. This allows your team to focus on delivering insights instead of building infrastructure.

Ideal for regulated industries

With a metadata-driven approach and full audit-trail capabilities, Data Vault together with Agile Data Engine is especially well-suited for regulated sectors like finance and healthcare. It helps you meet compliance requirements without compromising agility.

Built for scale and resilience

Agile Data Engine supports both horizontal scalability (more source integrations) and vertical scalability (large data volumes), helping you build a resilient, future-proof Data Vault architecture from the ground up.

Decorative: Data Vaulta automation

How It Works: Practical capabilities for Data Vault automation

Agile Data Engine delivers full-lifecycle automation for your Data Vault environment:

Modeling made simple

  • Design conceptual business entities and logical Data Vault models directly in the platform.
  • Automatically generate consistent and version-controlled physical models.

Comprehensive data vault object support

  • Full automation of all core Data Vault 2.0 object types:
    Hubs, Links, Satellites, including Effectivity, Status, and Multi-active satellites, Point-in-Time (PIT) tables, and Non-historized Links.

Transformation generation

  • Simply map sources to targets—ADE auto-generates optimized SQL transformation scripts.
  • Dependency management is built-in, ensuring reliable and repeatable data flows.

Standardized, yet flexible

  • Use built-in data model and load templates or configure your own reusable components to fit enterprise standards.
  • Enforce consistency in the data team while allowing for customization.

Optimized Delta Processing

  • Agile Data Engine’s smart delta processing logic reduces rework and enhances performance for incremental loads.

Agile-first delivery

  • Built-in CI/CD pipeline optimized for data warehouse enables iterative, “just-in-time” delivery of Data Vault structures.
  • Schema change automation means faster time-to-value and better reliability without disrupting existing processes.

Complete metadata and lineage

  • A centralized metadata repository gives your team full visibility from source systems to raw vault and business vault layers.
  • Audit-ready lineage and traceability at every step.

Seamless cloud integration

  • ADE supports Data Vault implementation with all major cloud database platforms like Databricks, Snowflake, Microsoft Fabric and Google BigQuery.
  • All data vault key features are built in—no third-party plugins or custom workarounds required.

datavault-screenshot

Why choose Agile Data Engine for Data Vault?

  • Up to 80% faster Data Vault implementation.
  • Native support for all modern cloud database platforms without need for external plug-ins.
  • Compliance-ready metadata and audit trail.
  • Designed by experts, built for enterprise scale.
Explore other use cases

Data Lakehouse Development and Operations

Build and operate scalable data lakehouses without the operational overhead through one integrated DataOps platform that automates complex setup and operations. The DataOps approach by Agile Data Engine ensures consistent, repeatable processes that reduce manual errors and accelerate time-to-value.

Read use case
ui-shot-hero-bg

Ready to power your business with Agile Data Engine?

Contact usBook a demo