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Modern Quality Engineering That Accelerates Trust and Time-to-Value
Quality Engineering Services
In a world driven by data and AI, flawed systems aren’t just operational risks they’re strategic liabilities. Modak’s Quality Engineering Services are purpose-built for modern enterprises navigating complex data platforms, cloud migrations, AI model validation, and regulatory scrutiny. We go beyond traditional QA. Our approach integrates testing into the DNA of your data and AI lifecycle enabling faster releases, higher integrity, and total platform confidence. Whether you’re modernizing legacy systems or validating advanced machine learning pipelines, we ensure reliability, performance, and trust at scale.
Challenges We Solve
Ensure the integrity and reliability of your data assets by automating quality checks and validations with modern test frameworks.
01
Manual QA processes that don’t scale with data growth
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Lack of coverage for upstream schema or logic changes
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Delayed feedback cycles from data issues in production
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Difficulty integrating testing with CI/CD pipelines
What We Enable
Specialized, scalable, and automation-ready our services cover every critical layer of your data and AI quality lifecycle
Data Migration Testing
Ensure seamless transitions with pre-migration profiling, schema validation, in-flight controls, and post-migration verification.We mitigate data loss, schema mismatch, and system performance risks across cloud and legacy ecosystems.
ETL/ELT Pipeline Testing
Validate business logic, transformation accuracy, and delta processing.We test reconciliation, performance under load, and error-handling to ensure ETL resilience in production.
AI/ML Model Testing
From training data integrity to bias detection and explainability.We test every stage of your AI pipeline including large language model (LLM) output validation and model drift tracking.
Data Quality Testing
Enforce consistency, conformity, completeness, and accuracy across your data estate.Ensuring insights are built on trusted ground.
BI & Analytics Testing
Validate the last mile dashboards, reports, and visualizations.With cross-platform, user-centric testing to ensure insight accuracy and performance at scale.
Ready to Engineer Confidence Into Every Layer?
Let’s build quality into your data and AI platforms from source to insight, model to metric.
Partnered For Success
We collaborate with leading data and cloud platforms to deliver high-impact, scalable solutions.
Why Choose Modak
From strategy to execution, helping enterprises modernize with precision and unlock value at every stage.
Data Innovation in Action
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What our customers are saying
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.
Anna KingLead Product Owner
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.
Ryan CicakPrincipal Solutions Engineer, Cloudera
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.
Christina SelwayAssociate Director, Cloud Architecture
We greatly value Modak’s continued support and collaboration. Through dedicated design, development, and rigorous testing, they have enabled the platform that streamlines data operations and delivers measurable business value.
Gian PrakashDirector, R&D Information Research Business Techno…
Modak’s perseverance, collaboration, and unwavering commitment stand out in every engagement. Their ability to overcome challenges with a positive approach and deliver with excellence has earned deep appreciation across the organization. These achievements reflect Modak’s dedication to going above and beyond to create lasting impact.
Yesenia M. EchevarriaARCH Data Operations Lead
Modak’s proactive handling of a critical StreamSets issue removed a major roadblock for Medicaid reporting. By keeping all stakeholders informed and working closely with the CDFCC team, they showcased both technical depth and strong communication. Their ability to resolve challenges under pressure reinforces Modak’s reliability as a trusted partner.
Sitara SuravarapuLead Technology Leadership Professional
Modak has played a critical role in the success of the CAGE project, contributing from day one with deep technical expertise and commitment. Their ability to take initiative, innovate, and prototype solutions ahead of challenges has been invaluable. The team’s contributions to the ARCH program continue to drive impact, and we look forward to building on this strong collaboration in the next phase.
Henry SuAssociate Data Engineer II
Modak’s commitment to delivering the DataOps project on time has been outstanding. Their dedication, precision, and excellence ensured smooth execution and timely outcomes. The organization deeply values this consistency and focus—truly fantastic work.
Sudeep SangamreddiLead Cloud Architect
Modak’s dedication and perseverance were instrumental in bringing the UDAP Disaster Recovery to a production-ready state. This unanimous approval reflects both the passion and teamwork behind the effort. The achievement sets a strong foundation for the next phase, raising the bar for future success and enabling the path to go fully live.
Raj MarriapanTechnology Leadership Principal
Modak’s team demonstrated exceptional commitment and professionalism in completing the Pharmacy Business Migration. Over 16 months, they successfully transitioned all use cases to the EEH Kafka cluster, enabling the decommissioning of PBM clusters. This milestone not only ensures operational efficiency but also delivers $1.5M in annual savings.
Kapil ShahLead Technology Lead Professional
Modak played a pivotal role in delivering a major release that introduced an entirely new functional module. Their excellence, collaboration, and commitment ensured a smooth launch and demonstrated how a supportive team culture can drive successful project outcomes.
Dr. Xing, YunzhaoAssociate Director, Statistical Innovation
Modak’s delivery on FileWatcher enhancements and the MBE to CoreAPI migration has been central to advancing interoperability goals. This helped us with faster data availability, improved reliability, and reduced operational friction—creating a strong foundation for future innovation and business agility.
Jessie GoodloeAssociate Director, Interoperability
Modak’s flawless implementation showcased both technical skill and dedication, directly impacting Humana’s operating expenses by driving greater cloud efficiency. This milestone stands out as one of several high-value use cases delivered in 2024, underscoring Modak’s ability to combine quality execution with measurable business impact.
Manish JhaAssociate Director
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