Who Should Use This Tool

Qualiz is ideal for:

• Data Engineers: Who build and maintain complex ETL pipelines and require a flexible platform to orchestrate data workflows with integrated data quality checks.

• Data Analysts: Who want to ensure the accuracy and reliability of their data by applying cleansing and deduplication before analysis.

• Data Scientists: Who depend on clean, well-structured data for training machine learning models and need audit trails to track data provenance.

• Platform Teams: Who manage the overall data infrastructure and need centralized control over job scheduling, monitoring, and user access.

• Business Users: Who require reliable reporting data and can trigger adhoc jobs or monitor pipeline health through dashboards.

By catering to these diverse roles, Qualiz accelerates the data lifecycle from ingestion to actionable insights, all while maintaining high data quality and operational visibility.