Migrate to Databricks
From Legacy to Lakehouse Your Migration Starts Here
Modak powers secure, scalable Databricks transformations built for the AI era.
What Typically Goes Wrong And How We Fix It
Even the most well-intentioned migrations hit roadblocks. Here’s how Modak addresses the common pitfalls.
Rigid, Siloed Architectures
Legacy data platforms create fragmented pipelines, delayed insights, and poor cross-functional access.
We unify your data estate through Databricks Lakehouse merging batch + streaming for real-time access and governance.
Inconsistent Data Quality & Governance
Lack of lineage, duplication, and access sprawl hinder analytics and trust.
Unity Catalog and RBAC frameworks standardize access, enforce policies, and bring full data visibility.
Security & Compliance Gaps
Disparate systems complicate security enforcement, audit trails, and regulatory alignment.
Enterprise-grade security built with encryption, role-based access, and cloud-native integration.
AI & ML Initiatives Stalled by Infra Limitations
Legacy systems can’t support scalable ML model training, deployment, or GenAI.
We operationalize ML/AI workflows using MLflow, Feature Store, and scalable cluster management in Databricks.
End-to-End Migration Services, Purpose-Built for Databricks
We don’t just migrate workloads we reimagine your data strategy using Databricks’ Lakehouse architecture.
ETL Pipeline Modernization
Scalable, automated pipelines with real-time ingestion and high-quality transformations.
Our 4-Phase Migration Framework
Discovery & Strategy
Assess workloads, apps, and dependencies Identify compliance, risk, and modernization scope Craft a phased migration blueprint using Databricks best practices
Secure & Scalable Migration
Execute with Auto Loader, DLT, and Site Recovery Ensure RBAC, encryption, and Unity Catalog governance from day one Enable hybrid integrations across cloud-native environments
Optimization & AI Readiness
Performance tuning via Delta optimizations Automate workflows, CI/CD for models, and enable ML observability Establish triggers, alerts, and auto-scaling across clusters
Operate & Innovate
24x7 observability with platform monitoring Cost governance and workspace health reviews Strategic roadmap for AI/ML, advanced analytics, and continuous optimization
Why Choose Modak
From strategy to execution, helping enterprises modernize with precision and unlock value at every stage.
We specialize in designing and migrating to Databricks Lakehouse architecture — ensuring real-time, governed, and AI-ready environments.
400+ cloud engineers with deep hands-on expertise in Delta Lake, Unity Catalog, MLflow, and Structured Streaming.
We help operationalize ML pipelines, deploy GenAI use cases, and manage production models using native Databricks tools.
Proven track record across Fortune 100 clients in executing secure, compliant, and cost-effective data modernization on Databricks.
Trusted by the teams
who build what matters
Modak delivered exceptional work by completing all planned objectives while proactively identifying design gaps. Their collaborative approach fostered strong knowledge sharing and continuous learning across the engagement. Even under pressure, Modak maintained a supportive and professional environment, ensuring outcomes were achieved with precision and grace.
Modak provided excellent support, demonstrating consistency and commitment in resolving critical user issues within CML. Their proactive engagement and technical depth ensured challenges were addressed effectively, reinforcing trust and reliability throughout the process.
Modak provided excellent support in streamlining Cloud 3.0 integration and setting up key StreamSets components. Their expertise helped simplify the adoption of the new platform within CDF EPP and enabled meaningful product improvements, allowing tenants to focus on pipeline development with minimal infrastructure concerns.
Modak delivered exceptional work by completing all planned objectives while proactively identifying…
Anna KingModak provided excellent support, demonstrating consistency and commitment in resolving critical use…
Ryan CicakModak provided excellent support in streamlining Cloud 3.0 integration and setting up key StreamSets…
Christina SelwayWe greatly value Modak's continued support and collaboration. Through dedicated design, development,…
Gian PrakashModak's perseverance, collaboration, and unwavering commitment stand out in every engagement. Their…
Yesenia M. EchevarriaModak's proactive handling of a critical StreamSets issue removed a major roadblock for Medicaid rep…
Sitara SuravarapuModak has played a critical role in the success of the CAGE project, contributing from day one with…
Henry SuModak delivered exceptional work by completing all planned objectives while proactively identifying…
Anna KingModak provided excellent support, demonstrating consistency and commitment in resolving critical use…
Ryan CicakModak provided excellent support in streamlining Cloud 3.0 integration and setting up key StreamSets…
Christina SelwayWe greatly value Modak's continued support and collaboration. Through dedicated design, development,…
Gian PrakashModak's perseverance, collaboration, and unwavering commitment stand out in every engagement. Their…
Yesenia M. EchevarriaModak's proactive handling of a critical StreamSets issue removed a major roadblock for Medicaid rep…
Sitara SuravarapuModak has played a critical role in the success of the CAGE project, contributing from day one with…
Henry SuModak's commitment to delivering the DataOps project on time has been outstanding. Their dedication,…
Sudeep SangamreddiModak's dedication and perseverance were instrumental in bringing the UDAP Disaster Recovery to a pr…
Raj MarriapanModak's team demonstrated exceptional commitment and professionalism in completing the Pharmacy Busi…
Kapil ShahModak played a pivotal role in delivering a major release that introduced an entirely new functional…
Dr. Xing, YunzhaoModak's delivery on FileWatcher enhancements and the MBE to CoreAPI migration has been central to ad…
Jessie GoodloeModak's flawless implementation showcased both technical skill and dedication, directly impacting Hu…
Manish JhaModak's commitment to delivering the DataOps project on time has been outstanding. Their dedication,…
Sudeep SangamreddiModak's dedication and perseverance were instrumental in bringing the UDAP Disaster Recovery to a pr…
Raj MarriapanModak's team demonstrated exceptional commitment and professionalism in completing the Pharmacy Busi…
Kapil ShahModak played a pivotal role in delivering a major release that introduced an entirely new functional…
Dr. Xing, YunzhaoModak's delivery on FileWatcher enhancements and the MBE to CoreAPI migration has been central to ad…
Jessie GoodloeModak's flawless implementation showcased both technical skill and dedication, directly impacting Hu…
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