
We bring engineering discipline to your data workflows integrating agile, automated, and collaborative practices across the full data lifecycle. From pipeline orchestration to governance, and from observability to AI-ready operations, we enable data teams to move faster without sacrificing control. Whether you`re modernizing legacy data estates or scaling analytics across the enterprise, our DataOps practice ensures every pipeline is production-grade, auditable, and continuously optimized.

Achieve continuous data delivery with automation, observability, and governance baked in. Our DataOps services reduce cycle times while increasing trust in data products.
Siloed environments that delay data delivery and increase operational complexity
Lack of real-time observability and feedback loops for data processes
Manual processes that hinder automation and introduce human error
Compliance and security challenges in productionizing data flows
From assessment to execution, Modak’s data strategy services are designed to align your data foundation with business goals, unlock value faster, and enable scalable, AI-ready growth.
Unified orchestration across batch, real-time, and hybrid flows
Design, implement, and monitor multi-layered pipelines with seamless integration across batch, real-time, and hybrid environments.
Automated lineage, cataloging, and policy enforcement
Automate lineage, cataloging, and policy enforcement with real-time monitoring to meet compliance and security standards.
CI/CD and IaC for data workflows
Enable fast, iterative delivery with Infrastructure as Code (IaC), versioned deployments, and CI/CD pipelines tailored for data workflows.
Reusable workflows and governed analytics access
Build reusable workflows and enable business users with governed self-service analytics environments.
Proactive data quality with AI/ML integration
Incorporate predictive monitoring, anomaly detection, and AI/ML pipeline integration for proactive data quality management.
Feedback loops, tuning, and observability
Automate feedback loops, performance tuning, and cost optimization with intelligent dashboards and observability frameworks.
Build a DataOps foundation that turns complexity into consistent, trusted outcomes with Modak

We collaborate with leading data and cloud platforms to deliver high-impact, scalable solutions.
From strategy to execution, helping enterprises modernize with precision and unlock value at every stage.
Our migration teams are certified across AWS, Azure, and GCP, ensuring deep technical fluency and adherence to cloud-native best practices.
We design your strategy around business fit — whether AWS for elasticity, Azure for hybrid integration, or GCP for AI. Modak enables cloud choice, not cloud bias.
We bring a data engineering lens to every migration ensuring your data estates are cloud-optimized from day one.
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…
Manish JhaPartner with Modak’s AI-First digital engineering team to transform your business today.