We’re excited to introduce Lakebridge, a free migration instrument that simplifies and accelerates enterprise information warehouse (EDW) migrations to Databricks SQL.
Modernizing from legacy, siloed information warehouses is crucial for a lot of organizations to unlock quicker insights, cut back prices, and consolidate analytics and AI workloads on Databricks’ open, unified platform. Nevertheless, migrations are sometimes seen as high-risk: legacy SQL code is complicated, dependencies are hidden, and documentation is scarce. Validating translated logic, guaranteeing information high quality, and reconciling hundreds 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 quicker.
Modernize whilst you migrate with Lakebridge
Databricks SQL is the fastest-growing information warehouse within the business, acknowledged for its value/efficiency, effectivity, and AI-powered insights. As extra organizations select Databricks as the muse for his or her open and versatile information structure, Lakebridge ensures that migrations are now not a bottleneck however a strategic benefit.
- Clear perception into migration scope and complexity
- Automated, high-fidelity code conversion and validation
- Simple reconciliation of migrated workloads for information accuracy
- A confirmed path to speed up your journey to Databricks SQL
Lakebridge helps lift-and-shift and hybrid migration methodes. With the hybrid method, you don’t need to modernize every little thing 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 instrument to fulfill various migration wants.
Lakebridge delivers a complete, end-to-end migration expertise via three key parts:
- Analyzer: Performs an in depth evaluation of your legacy information warehouse surroundings.
- Converter: Intelligently converts legacy ETL workflows and SQL scripts–including saved procedures–into performant, suitable Databricks SQL or Spark SQL code.
- Validator: Ensures information accuracy and correctness with built-in reconciliation instruments.
Lakebridge additionally gives built-in dashboards and studies straight inside Databricks to help transparency and management throughout migrations. These views enable groups to trace progress, validate outcomes, and higher perceive their evolving information panorama, rushing up adoption and delivering worth quicker.
With these options, Lakebridge automates as much as 80% of migration duties, serving to groups speed up undertaking timelines by as much as 2x. Right now, Ladebridge helps greater than 10 legacy information warehouses, with many extra coming quickly.
Higher migration planning
Lakebridge reduces uncertainty in your migration undertaking by offering early, detailed perception into your legacy surroundings via its built-in Analyzer instrument. It scans metadata and legacy code to generate multi-tabbed studies that stock all objects requiring migration, reminiscent of 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 tasks precisely, prioritize by enterprise affect, and confidently plan phased migrations. By figuring out potential challenges early, Lakebridge helps guarantee smoother execution, higher useful resource planning, and simpler person acceptance testing—in the end making the transition to Databricks extra predictable and manageable.
Complete migration resolution
Lakebridge is designed to deal with complicated enterprise migrations in the actual world, providing strong capabilities throughout tooling, supply protection, and automation.
- Broad supply help: Migrate from greater than 10 main information warehouses and ETL instruments, together with Teradata, Snowflake, Oracle, SQL Server, Informatica, and extra. Extra connectors can be found in Non-public Preview and are repeatedly added. Contact your account crew to study extra.
- Battle-tested toolkit: Lakebridge integrates confirmed know-how from BladeBridge—a migration engine trusted by system integrators like Accenture, Capgemini, Celebal Applied sciences, and Tredence. These instruments have powered tons of 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 information validation, Lakebridge covers each stage of the migration lifecycle. Instruments like Code Converter and Information Validator guarantee integrity and efficiency all through the method.
- Confirmed, predictable outcomes: Constructed on know-how adopted by main enterprises and companions, Lakebridge helps groups keep on schedule and goal modernization targets.
Companions and clients also can construct migration tooling on high of Lakebridge. For instance, DoorDash constructed its migration manufacturing unit with Lakebridge.
Information interoperability is important in a contemporary lakehouse structure. It permits seamless information entry throughout totally different engines and groups with out compromising efficiency, consistency, or developer velocity. SQL translators like Transaxle (constructed on Lakebridge) are crucial in making this interoperability a actuality. They bridge dialect gaps, cut back human error, and unlock quicker, extra collaborative use of shared information property.
—Harsha Venkat Annapa Reddy, Information Foundations Engineering Supervisor, DoorDash
Lakebridge additionally empowers you to modernize on open requirements by migrating your information 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 your online business to take full benefit of Databricks’ open, interoperable, and future-ready information ecosystem.
Enhance enterprise confidence
Migrating information warehouses and ETL workloads to Databricks is a transformational enterprise resolution, however the enterprise must be assured within the information high quality, compatibility, and undertaking danger. Lakebridge addresses these considerations by offering clear visibility for each step of your information 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 quicker, 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 Information Migration module to automate and optimize information 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 massive 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 choose into GenAI-powered options at their very own tempo, guaranteeing better confidence, pace, and management all through the migration journey.
Get began
Lakebridge Foundations is now free for Databricks clients and companions. Whether or not you’re planning your first migration or scaling to tons of of workloads, Lakebridge gives the automation, intelligence, and reliability you want to modernize with confidence.
