Turn Your Data into Innovation and Revenue Growth
Our next-generation data engineering solutions help you move faster, think smarter and deliver more with your data. We enable enterprises to accelerate digital transformation and harness real-time data and advanced analytics to build data-centric products, adopt Industry 4.0 and tap into disruptive technologies.
As your trusted partner, we lay a robust data foundation with scalable, fast and reliable systems. Our data engineering services are designed to ensure every product, service and operation we support delivers maximum value for your business and your users.

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Frequently Asked Questions about Our Data Engineering Solutions
At HCLTech, we bring decades of experience delivering scalable, high-performance data engineering solutions for global enterprises. Our proven frameworks, deep industry expertise and focus on business outcomes ensure your data initiatives drive innovation, efficiency and revenue growth. We are trusted partners, committed to accelerating your digital transformation with reliable, future-ready platforms.
We specialize in modernizing legacy systems through proven methodologies, cloud migration, and agile data platform frameworks like HCLTech Graviton. We assess your current environment, design tailored modernization roadmaps and implement scalable, cost-efficient solutions that support real-time analytics, AI adoption and future growth.
Data quality is core to our approach. With solutions like HCLTech Spotter DQV, we deploy advanced ML and DL models to monitor, detect and correct data issues. Our framework-driven processes and stewardship practices ensure clients’ data remains accurate, consistent and trustworthy for decision-making and compliance.
Yes, cloud migration is one of our core strengths. We offer end-to-end cloud data engineering services, including migration planning, execution and governance. Our experts ensure seamless transitions to modern cloud data platforms, minimizing risk and downtime while maximizing scalability, flexibility and cost-efficiency.
HCLTech provides comprehensive data governance and compliance solutions, including cloud data governance, data cataloging, quality stewardship and regulatory alignment. We help clients establish secure, auditable data environments that meet industry standards and regulatory requirements, ensuring data integrity and mitigating risks across their operations.
Absolutely. We offer comprehensive data engineering and AI services, covering everything from advanced analytics and data visualization to machine learning, NLP and generative AI. Our integrated approach ensures clients can unlock actionable insights, automate processes and build intelligent data-centric products that deliver measurable business value.
Yes, we excel at handling both structured and unstructured data, including images, video and time-series formats. Our solutions like HCLTech Data Genie and Antares iDL leverage best-of-breed technologies to process, organize and extract value from complex data sets, enabling clients to harness all their data sources for advanced analytics and AI.
We accelerate time-to-market by leveraging reusable frameworks, automation and agile methodologies. Our platforms, such as HCLTech Graviton and Cognitive Knowledge Assistant, streamline development, deployment and monitoring, allowing clients to launch data-driven products and services faster, while maintaining high quality and reliability.
We operationalize AI/ML models using robust MLOps practices, integrated monitoring and scalable deployment frameworks. Our team supports end-to-end lifecycle management, from model development to real-time integration, ensuring clients achieve consistent, reliable performance and rapid adoption of AI capabilities across their enterprise.
Yes, we design and implement enterprise-grade data exchanges and marketplaces. Our expertise covers data mesh, cataloging, monetization and secure sharing, enabling clients to unlock new revenue streams, foster data collaboration and drive innovation. Our solutions are scalable, customizable and fully aligned with enterprise governance needs.