Modernize DataOps with automation, scale, and insight

Automate pipelines, embed data quality, and scale faster with IaC, CI/CD, and real-time observability built into every workflow. 

Automate pipelines. Scale outcomes. Improve decisions.

​Modern DataOps requires more than just pipelines‚ it demands agility, transparency, and continuous improvement. We help enterprises streamline end-to-end operations by automating ingestion, transformation, monitoring, and CI/CD workflows. With an emphasis on data quality and collaboration, our solution ensures operational scalability, faster deployment cycles, and improved platform visibility.  

We combine infrastructure as code (IaC), workflow orchestration, and continuous integration to automate everything from ETL jobs to pipeline versioning. Real-time observability, metadata management, and built-in data quality assessments ensure your data stays accurate, consistent, and ready for use without manual effort or delays.  

Whether you’re managing batch pipelines or streaming real-time data, our framework reduces latency, minimizes errors, and enables faster, smarter decisions across the enterprise.  

Our unique capabilities to create transformation

Pre-built jobs for rapid cloud deployment
Quality checks built into CI/CD workflows
Deep observability into pipeline performance
Continuous enhancements via CI/CD framework

Differentiated Capabilities

HARMAN’s DataOps framework goes beyond automation delivering real-time observability, faster deployments, and consistent quality. Our accelerators and pre-engineered components help enterprises shorten release cycles, improve collaboration, and reduce rework across the data pipeline lifecycle.
Real-time pipeline observability with Airflow
Faster deployments with pre-built frameworks 
Pre-engineered jobs for scalable DataOps 
Built-in data quality checks across pipelines 
Continuous improvement across operations