The Challenge of Modernization
Zero-Disruption Databricks Migration
Transform Your Data Architecture Without Missing a Beat
Migrate from legacy data warehouses, Hadoop clusters, and cloud storage to Databricks Lakehouse Platform with guaranteed business continuity. Our proven brownfield approach ensures seamless transitions while you focus on what matters most.
The Challenge
Migrating from legacy data systems is complex and risky. Common pitfalls include siloed data, high costs, and operational disruptions. We help you navigate these challenges with a proven, structured approach.
Data Silos & Complexity
Break down departmental data silos and unify your architecture for a single source of truth.
High Cost & Low ROI
Eliminate expensive legacy systems and realize a lower Total Cost of Ownership (TCO) with Databricks.
Slowed Innovation
Unlock new AI/ML use cases and accelerate time-to-insight with a unified, future-proof platform.
Our Solution
Why Choose Techwards Migration
Our certified Databricks experts deliver enterprise-grade migrations with proven methodologies and cutting-edge automation tools.
Zero Business Disruption
Parallel processing and phased rollouts ensure your business operations continue uninterrupted while we modernize your data infrastructure behind the scenes.
Accelerated Migration
Proprietary automation tools and pre-built connectors reduce migration time by up to 70% compared to the traditional approaches.
Enterprise Security & Governance
Unity Catalog implementation with fine-grained access controls, data lineage, and compliance frameworks from day one.
Multi-Platform Expertise
Migrate from Teradata, Snowflake, Hadoop (Cloudera/Hortonworks), AWS Redshift, Azure Synapse, Google BigQuery, and Oracle.
Future-Ready Architecture
Delta Lake optimization, MLflow integration, and AI-ready data pipelines that scale with your growing analytics needs.
TCO Optimization
Intelligent compute scaling, storage optimization, and workload rightsizing deliver 40-60% cost savings post-migration.
Our Approach
Our Proven Migration Process
Battle-tested methodology refined through 100+ successful enterprise migrations.
Discovery & Assessment
Comprehensive analysis of current architecture, workloads, dependencies, and business needs. We size migration complexity and produce a detailed roadmap.
Architecture Design & Planning
Define your Databricks Lakehouse with Unity Catalog, security frameworks, and performance patterns tailored to your use cases.
Parallel Environment Setup
Build and configure the Databricks environment in parallel, ensuring zero disruption while preparing for a seamless cutover.
Automated Data & Code Migration
Use proprietary tooling to convert SQL and ETL jobs and migrate historical data with full validation and reconciliation.
Testing & Validation
End‑to‑end workload testing, data integrity checks, performance benchmarking, and UAT to ensure everything works as expected.
Go‑Live & Optimization
Phased cutover with real‑time monitoring, rapid issue resolution, and continuous tuning for peak performance and cost efficiency.
Our Databricks Services
Comprehensive Databricks Services
End-to-end solutions covering every aspect of your Databricks journey.
Data Engineering
Building robust data pipelines, ETL/ELT, and data warehouse modernization.
Lakehouse Buildup
Designing and implementing a unified data architecture on Databricks.
Data Analytics
Creating scalable analytics solutions and BI dashboards for data-driven insights.
DevOps & Governance
Implementing CI/CD, automation, and governance with Unity Catalog.
Frequently Asked Questions
Everything you need to know about migrating to Databricks with zero disruption and maximum efficiency.
What is zero-disruption Databricks migration?
A zero-disruption Databricks migration ensures your business continues running smoothly during the transition from legacy systems, with no downtime or data loss.
Which legacy systems can Techwards migrate to Databricks?
We migrate from Teradata, Snowflake, Hadoop (Cloudera/Hortonworks), AWS Redshift, Azure Synapse, Google BigQuery, Oracle, and other platforms.
How long does a typical Databricks migration take?
Using proprietary automation tools and pre-built connectors, we reduce migration timelines by up to 70% compared to traditional approaches.
How does Techwards ensure data security during migration?
We implement Unity Catalog with fine-grained access controls, lineage tracking, and compliance frameworks to safeguard data from day one.
What are the cost benefits of migrating to Databricks?
Clients typically achieve 40–60% cost savings through intelligent compute scaling, storage optimization, and workload rightsizing post-migration.