VaultSpeed + Databricks

Enterprise data automation, natively executed on Databricks

Databricks delivers lakehouse-scale execution for data engineering, analytics, and AI, with enterprise governance through Unity Catalog. VaultSpeed adds model-driven automation and centralized metadata control—so teams can build, evolve, and govern transformations with confidence.

The Struggle

Are you losing business alignment as complexity grows?

Different modeling approaches across domains

Different modeling approaches across domains

Manual coordination around changes

Manual coordination around changes

Rebuilds instead of controlled evolution

Rebuilds instead of controlled evolution

Growing difficulty tracking dependencies and lineage

Growing difficulty tracking dependencies and lineage

Databricks scales pipelines, lineage and assets efficiently, but as more domains ship notebooks, DLT pipelines, and Jobs, transformation logic multiplies. Maintaining a clear link between business intent and implementation becomes harder. Governance exists at the asset level, yet shared business context can gradually fade.

The Gap

Unlock faster, governed data modeling and transformation at lakehouse scale

Unity Catalog brings governance across data and AI assets, providing visibility and control at scale. VaultSpeed builds on that foundation by standardizing how business intent is translated into repeatable transformation patterns—ensuring consistency as environments expand.

The solution

Model-driven automation, native Databricks execution

VaultSpeed adds a centralized metadata control plane on top of Databricks. You define business intent once, and VaultSpeed generates and manages Databricks-native artifacts automatically—while execution stays fully inside your Databricks environment and VaultSpeed never processes your data.

How it works

Metadata-driven and AI-ready

VaultSpeed generates Databricks-native transformation artifacts end-to-end, combining lakehouse execution with metadata aligned to Unity Catalog. Design-time metadata is managed in VaultSpeed, while runtime governance remains centralized in Databricks. This keeps your platform interoperable, scalable, and ready for advanced analytics and AI workloads on the Databricks Data Intelligence Platform.

Native Integration

Lakehouse-native execution for your medallion architecture

VaultSpeed integrates with Databricks as a Validated Partner, generating artifacts that run natively across your Bronze, Silver, and Gold layers. Design-time metadata is centrally managed in VaultSpeed and synchronized with Unity Catalog at runtime. Your data never leaves the lakehouse—only metadata—preserving security and trust boundaries.

Why VaultSpeed

Built for lakehouse scale

Designed specifically for Data Vault

Built natively around Data Vault patterns, not adapted from generic modeling approaches.

Designed specifically for Data Vault

Built natively around Data Vault patterns, not adapted from generic modeling approaches.

Handles frequent source changes

Understands and absorbs source changes without breaking downstream Data Vault models.

Handles frequent source changes

Understands and absorbs source changes without breaking downstream Data Vault models.

Eliminates manual metadata upkeep

Centralizes Data Vault metadata to remove manual updates and scattered configuration.

Eliminates manual metadata upkeep

Centralizes Data Vault metadata to remove manual updates and scattered configuration.

Keeps documentation and lineage always up to date

Generates documentation and lineage automatically from live Data Vault metadata.

Keeps documentation and lineage always up to date

Generates documentation and lineage automatically from live Data Vault metadata.

Accelerates time-to-value for dbt teams

Automates Data Vault evolution while remaining fully dbt-native and lightweight.

Accelerates time-to-value for dbt teams

Automates Data Vault evolution while remaining fully dbt-native and lightweight.

4.8/5 customer rating

Real-world reviews that speak for themselves

  • 1 year into VaultSpeed

    5/5

    VaultSpeed has given us a strong foundation for enabling AI on top of our data platform. By using Data Vault automation, we can structure and normalize data consistently, which is essential when building knowledge graphs, vectorized indexes, and semantic layers for complex AI queries.

    Raymond L.

    Chief Engineer

    Mid-Market (51-1,000 employees)

  • A must tool for Data Vault automation

    5/5

    VaultSpeed takes the heavy lifting out of Data Vault. It's business model-driven, so once a source is modeled, we can onboard it into the Raw Vault in less than a week, something that used to take months of manual coding.

    Radhakrishna Nayak K.

    Senior Business Intelligence Consultant

    Enterprise (10,000+ employees)

  • Flexible and intuitive automation tool for building Data Vault

    5/5

    VaultSpeed has significantly streamlined the way we build our enterprise Data Vault. The platform offers an intuitive interface and a well-structured approach to implementing Data Vault methodology, making it easy to follow and adopt.

    Lærke Lyhne H.

    Senior Data Engineer

    Enterprise (10,000+ employees)

  • VaultSpeed is a key enabler in our data warehouse migration program

    5/5

    We have to deal with very large, complex warehouses, thousands of tables, 5,000+ active users, and decades of legacy. VaultSpeed makes it possible to tackle this in manageable, automated steps.

    LG

    Laurent G.

    Data Warehouse / Modelling Lead

    Enterprise (10,000+ employees)

  • VaultSpeed is the next generation solution for Data Vault!

    5/5

    VaultSpeed simplifies the data vault build process with built-in solutioning that ensures the build is done correctly. The parameter-based solution allows for mass changes across the solution.

    GB

    Gayle B.

    Data Warehouse Architect

    Mid-Market (51-1,000 employees)

  • VaultSpeed revolutionizes enterprise data modeling

    4.5/5

    As a Product Owner, what I appreciate most about VaultSpeed is the balance between standardization and flexibility. The platform enforces best practices of Data Vault 2.0, which gives me confidence that our data warehouse design is sustainable and future-proof.

    CJ

    Christoph J.

    IT Product Owner

    Enterprise (1,000+ employees)

  • 1 year into VaultSpeed

    5/5

    VaultSpeed has given us a strong foundation for enabling AI on top of our data platform. By using Data Vault automation, we can structure and normalize data consistently, which is essential when building knowledge graphs, vectorized indexes, and semantic layers for complex AI queries.

    Raymond L.

    Chief Engineer

    Mid-Market (51-1,000 employees)

  • A must tool for Data Vault automation

    5/5

    VaultSpeed takes the heavy lifting out of Data Vault. It's business model-driven, so once a source is modeled, we can onboard it into the Raw Vault in less than a week, something that used to take months of manual coding.

    Radhakrishna Nayak K.

    Senior Business Intelligence Consultant

    Enterprise (10,000+ employees)

  • Flexible and intuitive automation tool for building Data Vault

    5/5

    VaultSpeed has significantly streamlined the way we build our enterprise Data Vault. The platform offers an intuitive interface and a well-structured approach to implementing Data Vault methodology, making it easy to follow and adopt.

    Lærke Lyhne H.

    Senior Data Engineer

    Enterprise (10,000+ employees)

  • VaultSpeed is a key enabler in our data warehouse migration program

    5/5

    We have to deal with very large, complex warehouses, thousands of tables, 5,000+ active users, and decades of legacy. VaultSpeed makes it possible to tackle this in manageable, automated steps.

    LG

    Laurent G.

    Data Warehouse / Modelling Lead

    Enterprise (10,000+ employees)

  • VaultSpeed is the next generation solution for Data Vault!

    5/5

    VaultSpeed simplifies the data vault build process with built-in solutioning that ensures the build is done correctly. The parameter-based solution allows for mass changes across the solution.

    GB

    Gayle B.

    Data Warehouse Architect

    Mid-Market (51-1,000 employees)

  • VaultSpeed revolutionizes enterprise data modeling

    4.5/5

    As a Product Owner, what I appreciate most about VaultSpeed is the balance between standardization and flexibility. The platform enforces best practices of Data Vault 2.0, which gives me confidence that our data warehouse design is sustainable and future-proof.

    CJ

    Christoph J.

    IT Product Owner

    Enterprise (1,000+ employees)

  • 1 year into VaultSpeed

    5/5

    VaultSpeed has given us a strong foundation for enabling AI on top of our data platform. By using Data Vault automation, we can structure and normalize data consistently, which is essential when building knowledge graphs, vectorized indexes, and semantic layers for complex AI queries.

    Raymond L.

    Chief Engineer

    Mid-Market (51-1,000 employees)

  • A must tool for Data Vault automation

    5/5

    VaultSpeed takes the heavy lifting out of Data Vault. It's business model-driven, so once a source is modeled, we can onboard it into the Raw Vault in less than a week, something that used to take months of manual coding.

    Radhakrishna Nayak K.

    Senior Business Intelligence Consultant

    Enterprise (10,000+ employees)

  • Flexible and intuitive automation tool for building Data Vault

    5/5

    VaultSpeed has significantly streamlined the way we build our enterprise Data Vault. The platform offers an intuitive interface and a well-structured approach to implementing Data Vault methodology, making it easy to follow and adopt.

    Lærke Lyhne H.

    Senior Data Engineer

    Enterprise (10,000+ employees)

  • VaultSpeed is a key enabler in our data warehouse migration program

    5/5

    We have to deal with very large, complex warehouses, thousands of tables, 5,000+ active users, and decades of legacy. VaultSpeed makes it possible to tackle this in manageable, automated steps.

    LG

    Laurent G.

    Data Warehouse / Modelling Lead

    Enterprise (10,000+ employees)

  • VaultSpeed is the next generation solution for Data Vault!

    5/5

    VaultSpeed simplifies the data vault build process with built-in solutioning that ensures the build is done correctly. The parameter-based solution allows for mass changes across the solution.

    GB

    Gayle B.

    Data Warehouse Architect

    Mid-Market (51-1,000 employees)

  • VaultSpeed revolutionizes enterprise data modeling

    4.5/5

    As a Product Owner, what I appreciate most about VaultSpeed is the balance between standardization and flexibility. The platform enforces best practices of Data Vault 2.0, which gives me confidence that our data warehouse design is sustainable and future-proof.

    CJ

    Christoph J.

    IT Product Owner

    Enterprise (1,000+ employees)

Put your data model in control of Databricks transformations

Talk to an expert

Put your data model in control of Databricks transformations

Talk to an expert

Put your data model in control of Databricks transformations

Talk to an expert