We’re excited to introduce Lakebridge, a free migration device that simplifies and accelerates enterprise knowledge warehouse (EDW) migrations to Databricks SQL.
Modernizing from legacy, siloed knowledge warehouses is important for a lot of organizations to unlock sooner insights, cut back prices, and consolidate analytics and AI workloads on Databricks’ open, unified platform. Nonetheless, migrations are sometimes seen as high-risk: legacy SQL code is complicated, dependencies are hidden, and documentation is scarce. Validating translated logic, guaranteeing knowledge high quality, and reconciling 1000’s of SQL scripts and saved procedures can decelerate even probably the most dedicated groups.
Lakebridge helps overcome these challenges by automating as much as 80% of the migration course of—together with profiling, SQL conversion, validation, and reconciliation—so groups can confidently transfer sooner.
Modernize whilst you migrate with Lakebridge
Databricks SQL is the fastest-growing knowledge warehouse within the business, acknowledged for its value/efficiency, effectivity, and AI-powered insights. As extra organizations select Databricks as the inspiration for his or her open and versatile knowledge structure, Lakebridge ensures that migrations are not a bottleneck however a strategic benefit.
Clear perception into migration scope and complexity
Automated, high-fidelity code conversion and validation
Straightforward reconciliation of migrated workloads for knowledge accuracy
A confirmed path to speed up your journey to Databricks SQL
Lakebridge helps lift-and-shift and hybrid migration approaches. With the hybrid method, you don’t must modernize all the pieces on day one—you possibly can construct on a secure basis whereas aligning with future necessities.
Quick, predictable migrations to Databricks
Constructed by skilled area engineers and practitioners who perceive the challenges of large-scale migrations, Lakebridge addresses the complexity of legacy techniques with a contemporary, automation-first method. Moreover, Lakebridge is extensible, enabling Databricks companions to collaborate, contribute options, and evolve the device to satisfy various migration wants.
Lakebridge delivers a complete, end-to-end migration expertise by three key elements:
Analyzer: Performs an in depth evaluation of your legacy knowledge warehouse setting.
Converter: Intelligently converts legacy ETL workflows and SQL scripts–including saved procedures–into performant, appropriate Databricks SQL or Spark SQL code.
Validator: Ensures knowledge accuracy and correctness with built-in reconciliation instruments.
Lakebridge additionally offers built-in dashboards and stories straight inside Databricks to help transparency and management throughout migrations. These views enable groups to trace progress, validate outcomes, and higher perceive their evolving knowledge panorama, rushing up adoption and delivering worth sooner.
With these options, Lakebridge automates as much as 80% of migration duties, serving to groups speed up undertaking timelines by as much as 2x. At the moment, Ladebridge helps greater than 10 legacy knowledge warehouses, with many extra coming quickly.
Higher migration planning
Lakebridge reduces uncertainty in your migration undertaking by offering early, detailed perception into your legacy setting by its built-in Analyzer device. It scans metadata and legacy code to generate multi-tabbed stories that stock all objects requiring migration, equivalent to tables, views, ETL jobs, and saved procedures, and classify workloads by complexity from low to medium to complicated to very complicated.
These insights enable groups to scope initiatives precisely, prioritize by enterprise influence, and confidently plan phased migrations. By figuring out potential challenges early, Lakebridge helps guarantee smoother execution, higher useful resource planning, and more practical person acceptance testing—in the end making the transition to Databricks extra predictable and manageable.
Pattern report from Lakebridge Analyzer displaying evaluation of complexity, jobs, elements, and platforms
Complete migration resolution
Lakebridge is designed to deal with complicated enterprise migrations in the actual world, providing sturdy capabilities throughout tooling, supply protection, and automation.
Broad supply help: Migrate from greater than 10 main knowledge warehouses and ETL instruments, together with Teradata, Snowflake, Oracle, SQL Server, Informatica, and extra. Extra connectors can be found in Personal Preview and are repeatedly added. Contact your account crew to study extra.
Battle-tested toolkit: Lakebridge integrates confirmed expertise from BladeBridge—a migration engine trusted by system integrators like Accenture, Capgemini, Celebal Applied sciences, and Tredence. These instruments have powered a whole lot of profitable migrations, together with superior SQL parsing, code conversion, and validation.
Finish-to-end workflow: From workload discovery and evaluation to code conversion and knowledge validation, Lakebridge covers each stage of the migration lifecycle. Instruments like Code Converter and Knowledge Validator guarantee integrity and efficiency all through the method.
Confirmed, predictable outcomes: Constructed on expertise adopted by main enterprises and companions, Lakebridge helps groups keep on schedule and goal modernization objectives.
Companions and prospects can even construct migration tooling on prime of Lakebridge. For instance, DoorDash constructed its migration manufacturing facility with Lakebridge.
Knowledge interoperability is crucial in a contemporary lakehouse structure. It allows seamless knowledge entry throughout completely different engines and groups with out compromising efficiency, consistency, or developer velocity. SQL translators like Transaxle (constructed on Lakebridge) are important in making this interoperability a actuality. They bridge dialect gaps, cut back human error, and unlock sooner, extra collaborative use of shared knowledge property.
—Harsha Venkat Annapa Reddy, Knowledge Foundations Engineering Supervisor, DoorDash
Lakebridge additionally empowers you to modernize on open requirements by migrating your knowledge and logic to open codecs, catalogs, and applied sciences. The answer converts proprietary syntax like BTEQ (Teradata), T-SQL (Microsoft), and PL/SQL (Oracle) into open, ANSI-compliant SQL that runs seamlessly on Databricks SQL. This method frees you from vendor lock-in and positions what you are promoting to take full benefit of Databricks’ open, interoperable, and future-ready knowledge ecosystem.
Enhance enterprise confidence
Migrating knowledge warehouses and ETL workloads to Databricks is a transformational enterprise choice, however the enterprise must be assured within the knowledge high quality, compatibility, and undertaking threat. Lakebridge addresses these considerations by offering clear visibility for each step of your knowledge warehouse migration. With real-time dashboards, automated validation, and end-to-end traceability, Lakebridge ensures that enterprise leaders can transfer ahead with readability and assurance all through the assorted phases of the migration, turning migration from a supply of uncertainty right into a strategic benefit.
What’s subsequent
Databricks is dedicated to enhancing the migration course of, making it sooner, smarter, and extra predictable. Within the coming months, a next-generation migration powered by superior AI might be launched.
Coming quickly, Lakebridge will incorporate:
Mosaic AI–powered code conversion, leveraging reinforcement studying to enhance translation accuracy.
A devoted Knowledge Migration module to automate and optimize knowledge motion workflows.
A graphical person interface (GUI) for intuitive navigation, migration monitoring, and validation insights.
These enhancements are a part of our broader imaginative and prescient to ship a GenAI-powered migration resolution constructed for enterprise wants that applies giant language fashions with guardrails in place. Not like general-purpose AI instruments, Lakebridge AI is purpose-built to make sure all generated output is validated, traceable, and grounded in supply logic.
Clients can decide into GenAI-powered options at their very own tempo, guaranteeing higher confidence, pace, and management all through the migration journey.
Get began
Lakebridge Foundations is now free for Databricks prospects and companions. Whether or not you’re planning your first migration or scaling to a whole lot of workloads, Lakebridge offers the automation, intelligence, and reliability it’s good to modernize with confidence.
