Built for every data role and industry
Whether you manage pipelines, govern data, or make decisions from it, Qelvora is designed for your workflow.
By persona
Solutions tailored to how you work with data every day.
Data Engineers
Stop chasing pipeline failures. Get agentless observability, instant root-cause lineage, and automated alerting so incidents reach you before your stakeholders.
Data Leaders
Show the business the state of data quality with domain-level scores, executive dashboards, and compliance-ready audit trails. No spreadsheet wrangling required.
Data Scientists
Train on trusted data. Quality scores and lineage metadata surface directly in your workflow so you never build a model on a broken feature set.
Data Architects
Govern at scale. Semantic lineage, automated classification, and RBAC-controlled access give you a living map of your entire data estate.
Data Stewards
Define standards, apply rules, and monitor compliance across every domain without writing a line of code or chasing engineers for fixes.
By industry
Domain-specific outcomes for the most data-intensive industries.
Financial Services
Automate regulatory data accuracy checks, reduce audit preparation time, and maintain continuous compliance across Snowflake, Databricks, and legacy systems.
Healthcare
Ensure PHI data quality and lineage for HIPAA compliance. Detect schema drift and freshness issues in clinical data before they impact care decisions.
Retail & CPG
Accelerate product launches with trusted supply-chain and merchandising data. Automated quality rules replace manual validation at every stage.
Manufacturing
Monitor SAP master-data integrity in real time. Catch duplicate vendors, misclassified materials, and cost-center errors before they trigger compliance findings.
Government
Break down departmental data silos with a shared semantic model. Enable cross-agency data sharing with quality scores both teams can trust.
Energy & Utilities
Automate validation of meter, sensor, and billing data. Eliminate manual quality checks before regulatory and operational reporting.
See these solutions in action
Browse case studiesSee Qelvora in action
Join 500+ data teams who rely on Qelvora to detect anomalies, score quality, and keep their data trustworthy.